Introduction

Pathway Analysis (PA)

On the influence of several factors on pathway enrichment analysis

A biological pathway is a series of interactions between molecules of a cell or organisms that leads to a change or phenomena.(1) Pathway analysis (PA), is a set of widely used tools to give meaning to high-throughput -omics data. The methodology of PA is formed from gathering the knowledge of biology, coupled with statistical testing and other algorithms. However, despite their wide employment, PA overall background may not be fully understood.(2) More than 70 pathway analysis methods have been designed. A real challenge in PA the the annotation of the pathways. The limitations in the PA methods cause some bias. Without a deep knowledge of phenomena, it is impossible to judge that if the connections between your phenomena and pathways are really meaningful or not. Some methods work well for certain diseases and for some don’t.(3) Pathway information is stored in a large number of databases.(1) Databases contain different representations of the same biological pathway. However, using different databases leads to different enrichment results. Which means with a method, a pathway can be significant with database 1 but not significant with database 2.(4)

Influencing Factors on the PA

(5)

PA Methods

PA methods can be categorized into three generations:

  1. Over-representation Analysis (ORA)

  2. Functional Class Scoring (FCS)

  3. Pathway Topology Based (PT) (5)

Each of these are going to decrease the limitations and also, adding more complexity.(6)

Over-representation Analysis (ORA)

ORA is a method identifying gene sets of a pathway that share a larger number of genes in common with a list of differentially expressed genes (DEGs). (5)

Limitations

  1. ORA treats each gene, equally.

  2. ORA uses only significant genes and discard others.

  3. ORA assumes that each gene is independent of the other genes.

  4. ORA assumes that each pathway is independent of other pathways. (6)

Functional Class Scoring (FCS) - Gene Set Enrichment Analysis (GSEA)

FCS assumes that although large changes in individual genes can affect the pathways, weaker but coordinated changes in sets of genes can affect the pathways. (6) FCS assigns differential expression score to each gene and rank them by their score. Then it determines gene sets that are significant. (5) Gene Set Enrichment Analysis (GSEA) is one of the FCS methods.

Limitations

  1. GSEA analyzes each pathway independently.

  2. GSEA only uses the changes in the gene expression to rank genes in a given pathway and discard the changes for other analysis. (6)

PA Databases

Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) are one the most important databases. But other databases like Disease Ontology (DO), WikiPathways, and Reactome are important. KEGG, WikiPathways, and Reactome are highly cited in the studies and they are open-source. (4)

GO

GO consists a set of terms with their relation. The structure of GO can be described in terms of a graph. GO terms cover cellular components, molecular functions, and biological processes. (7)

The clusterProfiler Package

The clusterProfiler package helps us to automates the the enrichment analysis and importing the useful databases. Also it is combined with visualization packages. It support three spieces, including humans, mice, and yeast. [@yu2012clusterprofiler]

For the workflow and information, we are using the developer’s manual. You can find it here.](https://yulab-smu.top/biomedical-knowledge-mining-book/index.html))

Performing Analysis

library(AnnotationDbi)
## Loading required package: stats4
## Loading required package: BiocGenerics
## 
## Attaching package: 'BiocGenerics'
## The following objects are masked from 'package:stats':
## 
##     IQR, mad, sd, var, xtabs
## The following objects are masked from 'package:base':
## 
##     anyDuplicated, append, as.data.frame, basename, cbind, colnames,
##     dirname, do.call, duplicated, eval, evalq, Filter, Find, get, grep,
##     grepl, intersect, is.unsorted, lapply, Map, mapply, match, mget,
##     order, paste, pmax, pmax.int, pmin, pmin.int, Position, rank,
##     rbind, Reduce, rownames, sapply, setdiff, sort, table, tapply,
##     union, unique, unsplit, which.max, which.min
## Loading required package: Biobase
## Welcome to Bioconductor
## 
##     Vignettes contain introductory material; view with
##     'browseVignettes()'. To cite Bioconductor, see
##     'citation("Biobase")', and for packages 'citation("pkgname")'.
## Loading required package: IRanges
## Loading required package: S4Vectors
## 
## Attaching package: 'S4Vectors'
## The following objects are masked from 'package:base':
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##     expand.grid, I, unname
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## Attaching package: 'IRanges'
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library(org.Mm.eg.db) #org.Hs.eg.db for human
## 
library(tidyverse)
## ── Attaching packages
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## tidyverse 1.3.2 ──
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## ✔ tidyr   1.2.0     ✔ stringr 1.4.0
## ✔ readr   2.1.2     ✔ forcats 0.5.1
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## ✖ purrr::reduce()     masks IRanges::reduce()
## ✖ dplyr::rename()     masks S4Vectors::rename()
## ✖ dplyr::select()     masks AnnotationDbi::select()
## ✖ dplyr::slice()      masks IRanges::slice()
library(clusterProfiler)
## 
## clusterProfiler v4.5.2  For help: https://yulab-smu.top/biomedical-knowledge-mining-book/
## 
## If you use clusterProfiler in published research, please cite:
## T Wu, E Hu, S Xu, M Chen, P Guo, Z Dai, T Feng, L Zhou, W Tang, L Zhan, X Fu, S Liu, X Bo, and G Yu. clusterProfiler 4.0: A universal enrichment tool for interpreting omics data. The Innovation. 2021, 2(3):100141
## 
## Attaching package: 'clusterProfiler'
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library(enrichplot)
library(europepmc)
library(ggridges)

Steps Before Analyzing

Import DEA Results

results_df <- read_csv("data/results.csv")
## Rows: 7858 Columns: 6
## ── Column specification ────────────────────────────────────────────────────────
## Delimiter: ","
## chr (1): gene_symbol
## dbl (5): baseMean, log2FoldChange, lfcSE, pvalue, padj
## 
## ℹ Use `spec()` to retrieve the full column specification for this data.
## ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.
results_df <- as.data.frame(results_df)

Convert Gene Symbol to Entrez ID

For some reason, the analysis functions work better with Entrez ID. So, we need to convert gene symbols.

# creating a named vector. The elements are ENTREZID, and the names are SYMBOL
symbols_vector <- mapIds(x = org.Mm.eg.db,
                         keys = results_df$gene_symbol,
                         keytype = "SYMBOL", # keytypes(org.Mm.eg.db)
                         column = "ENTREZID",
                         multiVals = "first")
## 'select()' returned 1:1 mapping between keys and columns
symbols_vector
##       Snord104          Mir25        Snora64         Slc4a1           Gypa 
##    "100216537"       "723926"       "104366"        "20533"        "14934" 
##         Epb4.2           Car1        Aldh1a1          Ermap       Pdzk1ip1 
##             NA        "12346"        "11668"        "27028"        "67182" 
##          Nxpe2          Ces2g           Dmtn            Rhd          Spta1 
##        "78252"        "72361"        "13829"        "19746"        "20739" 
##          Tmcc2          Alas2           Aqp1         March8            Kel 
##        "68875"        "11656"        "11826"             NA        "23925" 
##           Rhag         Hba-a1           Add2           Sptb         Hba-a2 
##        "19743"        "15122"        "11519"        "20741"       "110257" 
##         Hbb-b1        Slc38a5           Snca          Apol8         Trim10 
##        "15129"       "209837"        "20617"       "239552"        "19824" 
##         Btnl10          Rsad2         Cldn13           Klf1          Hemgn 
##       "192194"        "58185"        "57255"        "16596"        "93966" 
##          Ypel4         Mfsd2b         Hbb-bt        Tspan33         Slc6a9 
##       "241525"       "432628"    "101488143"       "232670"        "14664" 
##          Tspo2           Lmna           Fn3k          Gata1        Rab3il1 
##        "70026"        "16905"        "63828"        "14460"        "74760" 
##  1300017J02Rik            Ryk         Samd14         Fam46c           Tal1 
##             NA        "20187"       "217125"             NA        "21349" 
##           Epor        Tnfaip2          Ackr1           Pklr           Ank1 
##        "13857"        "21928"        "13349"        "18770"        "11733" 
##         Spire1         Slfn14           Smox          Fhdc1           Rgcc 
##        "68166"       "237890"       "228608"       "229474"        "66214" 
##          Stfa2           Saa3         Wfdc17           Stom         Specc1 
##        "20862"        "20210"    "100034251"        "13830"       "432572" 
##           Ppbp        Fam109b          Paqr9           Cd5l         Redrum 
##        "57349"             NA        "75552"        "11801"        "77433" 
##          Gfi1b         S100a4          Hbq1b         Trim58          Gm867 
##        "14582"        "20198"       "544763"       "216781"       "333670" 
##         Ifitm3           Prg2          Tmod1        Tinagl1           Fech 
##        "66141"        "19074"        "21916"        "94242"        "14151" 
##           Cdr2           Nfe2        St3gal5         Abcb10           Alad 
##        "12585"        "18022"        "20454"        "56199"        "17025" 
##         Fermt1           Bex4       Slc16a10           Hmbs          Blvrb 
##       "241639"       "406217"        "72472"        "15288"       "233016" 
##         Tyrobp          Mgst3            St5          Chac2           Ccl5 
##        "22177"        "66447"             NA        "68044"        "20304" 
##         Sowaha          Gstm5          Isg20           Fcna           Apoe 
##       "237761"        "14866"        "57444"        "14133"        "11816" 
##            Gda          Snx22          Isg15       BC100530          Wapal 
##        "14544"       "382083"    "100038882"             NA             NA 
##         Fcer1g          Arrb1          Icam4         Dhrs11           Bpgm 
##        "14127"       "109689"        "78369"       "192970"        "12183" 
##        Pglyrp1           Klf3       Ppp1r15a          Stfa3        Rnase12 
##        "21946"        "16599"        "17872"        "20863"       "497106" 
##         Jchain          Creg1          Grina          Csf1r         S100a8 
##        "16069"       "433375"        "66168"        "12978"        "20201" 
##           Gclm           Lcn2        Stfa2l1         Ifitm6          Fads3 
##        "14630"        "16819"       "268885"       "213002"        "60527" 
##           Slpi        Stard10         S100a9          Sphk1          Sept8 
##        "20568"        "56018"        "20202"        "20698"             NA 
##             Hp           Lmo2           Cln8         Gm5424            Mt2 
##        "15439"        "16909"        "26889"       "432466"        "17750" 
##       Slc25a37           Lyz2         Gm5483            Ngp           Hagh 
##        "67712"        "17105"             NA        "18054"        "14651" 
##        Slc22a4           Rhoj          Ccnd1        Apol11b           Gpx1 
##        "30805"        "80837"        "12443"       "328563"        "14775" 
##          Olfm1           Camp        Fam117a           Urod         Igfbp7 
##        "56177"        "12796"       "215512"        "22275"        "29817" 
##           Car2           C1qc          Ddit4         Wfdc21           Lst1 
##        "12349"        "12262"        "74747"        "66107"        "16988" 
##           Mgll            Pf4          Rgs10            Mpo           Pigq 
##        "23945"        "56744"        "67865"        "17523"        "14755" 
##         Epb4.1           Ear2          Ifrd2           Odc1           Lhx2 
##             NA        "13587"        "15983"        "18263"        "16870" 
##         H2-T24          Anxa2          Zfpm1           Il1b           Tfrc 
##        "15042"        "12306"        "22761"        "16176"        "22042" 
##             C3           Pcp4           Fth1          Hoxb7          Cebpb 
##        "12266"        "18546"        "14319"        "15415"        "12608" 
##       Rap1gap2         Ppap2a          Prdx2        Prkar2b          Prtn3 
##       "380711"             NA        "21672"        "19088"        "19152" 
##          Abcb4           C1qa       H2-Ea-ps           Cd74          Dapk2 
##        "18670"        "12259"             NA        "16149"        "13143" 
##          Rps28           Mcam            Gem            Ank          Mpeg1 
##        "54127"        "84004"        "14579"        "11732"        "17476" 
##            Ltf           Cybb          Rps10          Ubac1          Rpl36 
##        "17002"        "13058"        "67097"        "98766"        "54217" 
##          Adcy6          H2-Aa         Ube2l6          Trak2         March2 
##        "11512"        "14960"        "56791"        "70827"             NA 
##        Tbc1d30           Cmc2           Ctsb          Rps18          Glrx5 
##        "74694"        "66531"        "13030"        "20084"        "73046" 
##  1110038B12Rik         Atpif1          Rexo2          Olfm4           Cpox 
##        "68763"        "11983"       "104444"       "380924"        "12892" 
##          Phf10          Pkdcc            Bsg           Gypc            Cfp 
##        "72057"       "106522"        "12215"        "71683"        "18636" 
##           Optn          Hmox1           Emp3          Foxf2          Cpne2 
##        "71648"        "15368"        "13732"        "14238"       "234577" 
##           Rps2         Clec4n            Tk1          Rpl14          Pdgfb 
##        "16898"        "56620"        "21877"        "67115"        "18591" 
##          Vcam1           Rpsa          Rps25            Cd9          Rplp1 
##        "22329"        "16785"        "75617"        "12527"        "56040" 
##           C1qb          Rplp0         Rpl10a       Hsp90ab1          Rps29 
##        "12260"        "11837"        "19896"        "15516"        "20090" 
##          Hebp1          Fahd1           Ybx3          Rps12         Impdh2 
##        "15199"        "68636"        "56449"        "20042"        "23918" 
##           Ass1           Igf2          Birc5          Nt5c3           Rpl4 
##        "11898"        "16002"        "11799"       "107569"        "67891" 
##          Rab7b        Slc40a1        Slc29a1           Rpl3          Tubb5 
##       "226421"        "53945"        "63959"        "27367"        "22154" 
##         Rpl36a          Rpl12          Adrb2       Slc25a39           Tlr7 
##        "19982"       "269261"        "11555"        "68066"       "170743" 
##           Gzma          Hoxb8          Rpl35          Rpl11          Rpl32 
##        "14938"        "15416"        "66489"        "67025"        "19951" 
##         Eef1b2          Vopp1         Gnb2l1            Pkm        Tmem14c 
##        "55949"       "232023"             NA        "18746"        "66154" 
##           Tcp1          Rpl37          Plbd1        Slc43a1          Rplp2 
##        "21454"        "67281"        "66857"        "72401"        "67186" 
##         Ptdss2         Rps27a          Uqcc2          Mki67         Ndufb9 
##        "27388"        "78294"        "67267"        "17345"        "66218" 
##         Eef1a1          Memo1           Gpx4        Ranbp10         Ndufv3 
##        "13627"        "76890"       "625249"        "74334"        "78330" 
##        Smpdl3b          Cks1b         Dnajb2           Pnpo           Cd82 
##       "100340"        "54124"        "56812"       "103711"        "12521" 
##           Rps6          Cxcr3          Rpl28          Ube2c           Ell2 
##        "20104"        "12766"        "19943"        "68612"       "192657" 
##         Mrpl28            Fn1         Tuba1b         Tubb4b          Ppil1 
##        "68611"        "14268"        "22143"       "227613"        "68816" 
##          Rpl7a         H2-Eb1          Rps23           Rps5            Adk 
##        "27176"        "14969"        "66475"        "20103"        "11534" 
##          Rpl41           Cd47          Rpl19           Irf7           Rpl6 
##        "67945"        "16423"        "19921"        "54123"        "19988" 
##          Uba52         S100a6           Ppox          Rpl13          Sntb1 
##        "22186"        "20200"        "19044"       "270106"        "20649" 
##           Ctsd          Msrb1           Cdt1          Mkrn1          Rpl24 
##        "13033"        "27361"        "67177"        "54484"        "68193" 
##          Rps15        Tsc22d3       BC117090          Rbm38          Rps17 
##        "20054"        "14605"             NA        "56190"        "20068" 
##          Eif3i          Itsn1           Rps8          Eef1g         Rpl23a 
##        "54709"        "16443"        "20116"        "67160"       "268449" 
##         Anp32b         H2-Ab1          Rpl17         Rad23a           Rpl9 
##        "67628"        "14961"       "319195"        "19358"        "20005" 
##         Pabpc1         Pcyt1a          Rps21          Cd200          Hspa8 
##        "18458"        "13026"        "66481"        "17470"        "15481" 
##         Pkmyt1         Gtf2f1          Rps13      Rpl34-ps1           Rpl8 
##       "268930"        "98053"        "68052"       "619547"        "26961" 
##         Cox6b2          Ly6c2         Rpl27a        Fam213a            Dek 
##       "333182"    "100041546"        "26451"             NA       "110052" 
##           Lsm2      Rpl14-ps1  2410015M20Rik          Rpl27           Hn1l 
##        "27756"    "100040970"             NA        "19942"             NA 
##       Ifi27l2a          Psmb1           Rpl7          Rps26           Rps3 
##        "76933"        "19170"        "19989"        "27370"        "27050" 
##        Cox7a2l         Rpl35a         Mrpl18          Rpl23          Psmb8 
##        "20463"        "57808"        "67681"        "65019"        "16913" 
##          Rps4x          Icosl           Lgmn           Npm1          Dpy30 
##        "20102"        "50723"        "19141"        "18148"        "66310" 
##          Pfdn6           Mcm7         Csnk2b          Hint1  1110001J03Rik 
##        "14976"        "17220"        "13001"        "15254"             NA 
##           Gmnn           Ldha          Ccne1        Rab26os          Rasd1 
##        "57441"        "16828"        "12447"        "75614"        "19416" 
##           Mcm6           Lsp1          Nipa1           Tpi1           Rpl5 
##        "17219"        "16985"       "233280"        "21991"    "100503670" 
##         Myl12b        Eif2ak1          Rps14           Hip1          Eef1d 
##        "67938"        "15467"        "20044"       "215114"        "66656" 
##         Polr1c            Trf          Tomm6          Rpl10         Ndufv2 
##        "20016"        "22041"        "66119"       "110954"        "72900" 
##         Picalm         Sema6d          U2af1          Msrb3           Vars 
##       "233489"       "214968"       "108121"       "320183"        "22321" 
##         Rpl18a         Slc7a5          Efna1          Rnf10         Tuba1c 
##        "76808"        "20539"        "13636"        "50849"        "22146" 
##          Rps16         Rps3a1         Nap1l1         Tuba4a          Oxct1 
##        "20055"        "20091"        "53605"        "22145"        "67041" 
##         Igf2os          Neat1         Rpl13a        Zfp36l2          Rps20 
##       "111975"        "66961"        "22121"        "12193"        "67427" 
##          Cdc37        Snora26          Abcb6          Khsrp        Ndufb10 
##        "12539"    "100313943"        "74104"        "16549"        "68342" 
##         Elovl5       Slc25a38           Mcm5          Pxdc1       AI662270 
##        "68801"       "208638"        "17218"        "66895"    "100043636" 
##          Rpl26         Metap2          Tceb2          Mrpl2           Phb2 
##        "19941"        "56307"             NA        "27398"        "12034" 
##          Carm1          Cyb5a           Fzr1          Rpl29           Sell 
##        "59035"       "109672"        "56371"        "19944"        "20343" 
##          Isca1         Chaf1a         Rpl37a          Eif3g          Mtch1 
##        "69046"        "27221"        "19981"        "53356"        "56462" 
##          Metrn           Ncs1         Myl12a        Slc14a1          Lamb2 
##        "70083"        "14299"        "67268"       "108052"        "16779" 
##           Asns          Chil3           Npm3           Sdc3           Fen1 
##        "27053"        "12655"        "18150"        "20970"        "14156" 
##          Cotl1          Grb10           Hdgf         Hs3st2          Bola3 
##        "72042"        "14783"        "15191"       "195646"        "78653" 
##          Ccna2          Pdzd4         Ppp2r4           Cyc1          Abhd4 
##        "12428"       "245469"             NA        "66445"       "105501" 
##         Mrps34         Snrpd2         Rnf123           Uros        Mab21l2 
##        "79044"       "107686"        "84585"        "22276"        "23937" 
##           E2f4           Lig1          Golm1        Rabgef1          Sorl1 
##       "104394"        "16881"       "105348"        "56715"        "20660" 
##           Aif1           Rhoa         Dnajb4           Nme2          Tipin 
##        "11629"        "11848"        "67035"        "18103"        "66131" 
##          Atp5h            Fbl          Cox5a          Rpl31         Tom1l1 
##        "71679"        "14113"        "12858"       "114641"        "71943" 
##         Uqcr11           Sdhd           Mcm2          Stub1         Trim59 
##        "66594"        "66925"        "17216"        "56424"        "66949" 
##           Oas3           Cd68          Rpl34          Cd160          Rpl18 
##       "246727"        "12514"        "68436"        "54215"        "19899" 
##          Gapdh          Dnmt1           Mns1           Dcps           Naca 
##        "14433"        "13433"        "17427"        "69305"        "17938" 
##           Sod1        Rnase11         Klhdc3          Aplp2           Glo1 
##        "20655"       "497113"        "71765"        "11804"       "109801" 
##          H2afz        Slc25a5         Ranbp1          Apex1         Mrpl12 
##             NA        "11740"        "19385"        "11792"        "56282" 
##         Mthfd1         Uqcrc1            Me2           Cuta           E2f8 
##       "108156"        "22273"       "107029"        "67675"       "108961" 
##           Rbm3          Gins1            Bok           Cks2          Hmga1 
##        "19652"        "69270"        "51800"        "66197"        "15361" 
##           Cct5         Txnrd2          Ifi44          Tfdp1         Rps27l 
##        "12465"        "26462"        "99899"        "21781"        "67941" 
##          Ramp1           Nme3           Mcm3          Eno1b          Atp5o 
##        "51801"        "79059"        "17215"       "433182"        "28080" 
##          Syce2  5730508B09Rik           Cfl1         Ndufa7        Mir6236 
##        "71846"             NA        "12631"        "66416"    "102465959" 
##          Abcf1            Pgp          Snrpc          Mydgf         Sppl2b 
##       "224742"        "67078"        "20630"        "28106"        "73218" 
##            Fos        Gm10052          Wdr61           Nme1         Atp2b4 
##        "14281"       "654467"        "66317"        "18102"       "381290" 
##          Rpl15           Pcna           Ly86          Azin1         Polr2f 
##        "66480"        "18538"        "17084"        "54375"        "69833" 
##           Txn2       Rnaseh2c          Rps24           Slbp           Sqle 
##        "56551"        "68209"        "20088"        "20492"        "20775" 
##          Rab31           Xpo7         Rps15a          Ckap4          Rnps1 
##       "106572"        "65246"       "267019"       "216197"        "19826" 
##          Rpl21         Tmsb4x         Pabpc4      D17Wsu92e          Smyd2 
##        "19933"        "19241"       "230721"             NA       "226830" 
##          Pttg1          C1qbp          Cdca8           Arf5          Efna5 
##        "30939"        "12261"        "52276"        "11844"        "13640" 
##          Brpf3          Snhg3          Cpeb4            Ran         Tspan8 
##       "268936"       "399101"        "67579"        "19384"       "216350" 
##           Ubp1           Flt1            Fau        Fam220a            Vim 
##        "22221"        "14254"        "14109"        "67238"        "22352" 
##         Atp1a1          Cdca7          Abcg2          Prim1        Ankrd37 
##        "11928"        "66953"        "26357"        "19075"       "654824" 
##           Plek           Rrm2           Mxd1         Nusap1         Slc3a2 
##        "56193"        "20135"        "17119"       "108907"        "17254" 
##          H2afx        Mrps18a          Eif5a        Abhd14a         Mir20a 
##             NA        "68565"       "276770"        "68644"       "387139" 
##           Ppib        Ppp2r1a            Mif         Retnlg           Cdv3 
##        "19035"        "51792"        "17319"       "245195"       "321022" 
##         Gtf2h5         Adam10  0610011F06Rik          Cwc15          Bola2 
##        "66467"        "11487"             NA        "66070"        "66162" 
##          Aurkb         Cuedc1         Snrpd3         Ctnnb1           Nhp2 
##        "20877"       "103841"        "67332"        "12387"        "52530" 
##           Mcm4           Nkg7          Stt3b           Ccnf          Idh3a 
##        "17217"        "72310"        "68292"        "12449"        "67834" 
##         Isyna1          Paics          Lpin2           Qars            H19 
##        "71780"        "67054"        "64898"        "97541"        "14955" 
##         Nt5dc2         Timm8b        Tmem242           Ftl1           Cdk1 
##        "70021"        "30057"        "70544"        "14325"        "12534" 
##          Rps19          Rpl30          Psmb9         Nkain1           Fdps 
##        "20085"        "19946"        "16912"        "67149"       "110196" 
##          Ccnb2          Uqcrq          Hmgb3            Dut           Anln 
##        "12442"        "22272"        "15354"       "110074"        "68743" 
##          Rpp21         Minpp1           Rpa2        Snora21          Cox5b 
##        "67676"        "17330"        "19891"    "100302498"        "12859" 
##          Psme3           Ppia           Bag1          Nelfe            Ncl 
##        "19192"       "268373"        "12017"        "27632"        "17975" 
##         Scarb1          Hmgn1           P4hb        Uqcrfs1         Fn3krp 
##        "20778"        "15312"        "18453"        "66694"       "238024" 
##         Atp5g2         Fbxo30          Gnptg           Msh6          Kifc1 
##        "67942"        "71865"       "214505"        "17688"    "100502766" 
##        Alox5ap          Myh10         Ifitm2         Cox7a2           Clpp 
##        "11690"        "77579"        "80876"        "12866"        "53895" 
##          Egfl7         Atp5g3           Tbl3          Cdca3           Rrm1 
##       "353156"       "228033"       "213773"        "14793"        "20133" 
##         Cox4i1        Mir8112         Exosc7           Suox        Atp6v0e 
##        "12857"    "102465900"        "66446"       "211389"        "11974" 
##  2810428I15Rik           Mpp6       Hs3st3b1        Carhsp1          Nudt9 
##             NA             NA        "54710"        "52502"        "74167" 
##         Ddx39b          Cox7c           Rnf5           Rfc4           Rhoq 
##        "53817"        "12867"        "54197"       "106344"       "104215" 
##          Psma4          Plcl2          Tcf19        Slc43a3           Nme4 
##        "26441"       "224860"       "106795"        "58207"        "56520" 
##           Lyar         Dctpp1         Map2k3          Cenpa           Ttc7 
##        "17089"        "66422"        "26397"        "12615"       "225049" 
##           Rps7         Lhfpl1           Ctss  1190002F15Rik           Uaca 
##        "20115"       "237091"        "13040"             NA        "72565" 
##          Calm2          Nedd4          Fads2          Traf7         Fcgr2b 
##        "12314"        "17999"        "56473"       "224619"        "14130" 
##          Shmt2           Apeh        Snora31           Snx3          Naa10 
##       "108037"       "235606"    "100303751"        "54198"        "56292" 
##          Taf1d           Prc1          Rab6b          Tpcn1       Atp6v0a1 
##        "75316"       "233406"       "270192"       "252972"        "11975" 
##          Pole3          Dusp1        Snora7a  2810417H13Rik          Tacc3 
##        "59001"        "19252"    "100217451"             NA        "21335" 
##           Rpa1           Cmas         Ndufv1           Ipo7         Incenp 
##        "68275"        "12764"        "17995"       "233726"        "16319" 
##          Spag5        Fam214b  2500002B13Rik          Stmn1        Abhd16a 
##        "54141"       "230088"        "78353"        "16765"       "193742" 
##           Ssr4          Aurka          Fbxo7          Sgol1           Cdc6 
##        "20832"        "20878"        "69754"             NA        "23834" 
##          Cenph        Dnase2a           Orc6       Tnfrsf14          Lamp1 
##        "26886"        "13423"        "56452"       "230979"        "16783" 
##       B4galnt1          Kif22        Mir8094  4933432K03Rik         Rpl7l1 
##        "14421"       "110033"    "102465886"        "75793"        "66229" 
##          Usp32          G6pdx         Eif4a1          Wdhd1           Stx2 
##       "237898"        "14381"        "13681"       "218973"        "13852" 
##         Stradb        Slc44a1        Oaz1-ps         Fignl1           Rnf7 
##       "227154"       "100434"    "100041965"        "60530"        "19823" 
##          Snhg5          Cfdp1           Mpst          Wdr43         Endod1 
##        "72655"        "23837"       "246221"        "72515"        "71946" 
##         Bnip3l           Etfa          Ube2s          Banf1          Fads1 
##        "12177"       "110842"        "77891"        "23825"        "76267" 
##          Ccnb1          Cdc5l          Nudt4          Lonp1       Rad51ap1 
##       "268697"        "71702"        "71207"        "74142"        "19362" 
##          Acat2          Mrpl3        Tmem119          Hspe1     D1Ertd622e 
##       "110460"        "94062"       "231633"        "15528"             NA 
##          Spc24          Bsdc1          Parvb          Wdr46  2310061I04Rik 
##        "67629"       "100383"       "170736"        "57315"        "69662" 
##           Rfc5           Cdk4         Gm6793          Fbxo9        Fam173a 
##        "72151"        "12567"       "627828"        "71538"             NA 
##          Dhx16         Mrpl53          Aldoa           Dstn         Cox6a1 
##        "69192"        "68499"        "11674"        "56431"        "12861" 
##         Sh3gl1          Ssrp1         Atp5g1         Hnrnpm           Msh2 
##        "20405"        "20833"        "11951"        "76936"        "17685" 
##          Chek2         Stra13         Topbp1          Rpl22           Mdh2 
##        "50883"             NA       "235559"        "19934"        "17448" 
##          Smap1        Slc48a1           Plp2           Gclc           Tpm1 
##        "98366"        "67739"        "18824"        "14629"        "22003" 
##        Galnt14          Cd24a           Ldlr          Pola2          Rps11 
##        "71685"        "12484"        "16835"        "18969"        "27207" 
##           Brd7          Ddah2         Ankle1         Plxnb2           Nasp 
##        "26992"        "51793"       "234396"       "140570"        "50927" 
##           Epn1            Ezr          Cul4a         Ndufb8         Uqcr10 
##        "13854"        "22350"        "99375"        "67264"        "66152" 
##         Hirip3         S100a1         Tmem91          Phpt1           Eif5 
##       "233876"        "20193"       "320208"        "75454"       "217869" 
##          Siva1          Sep15         Ifnar2          Myo1e           Vapa 
##        "30954"             NA        "15976"        "71602"        "30960" 
##          Haghl          Mtfr1         Ccdc23          Gins2        Nsmce4a 
##        "68977"        "67472"             NA       "272551"        "67872" 
##         Pabpn1         Agpat4           Plk1          Kif23       Timeless 
##        "54196"        "68262"        "18817"        "71819"        "21853" 
##        Mthfd1l          Kcnn4           Klf2         Mrpl13          Mrpl4 
##       "270685"        "16534"        "16598"        "68537"        "66163" 
##          Cdc45          Hvcn1          Eif3h         Map2k1         Ncapd2 
##        "12544"        "74096"        "68135"        "26395"        "68298" 
##           Pfn1            Nbn         Necap2         Mrpl52         Fbxo22 
##        "18643"        "27354"        "66147"        "68836"        "71999" 
##            Nrm        Ehbp1l1  2410006H16Rik           Dok4          Gucd1 
##       "106582"       "114601"        "69221"       "114255"        "68778" 
##          Nadk2  1700037H04Rik        Hdgfrp2         Map4k5          Psma1 
##        "68646"        "67326"             NA       "399510"        "26440" 
##         Taldo1          Crim1        Snora52        C1qtnf6         Tgfbr2 
##        "21351"        "50766"    "100217419"        "72709"        "21813" 
##         Sec61g         Spred1           Hexb           Rps9           Nsg2 
##        "20335"       "114715"        "15212"        "76846"        "18197" 
##        Ppp2r5d         Dnajc9          Agfg2          Chek1         Amotl2 
##        "21770"       "108671"       "231801"        "12649"        "56332" 
##           Ctsz          Nrarp          Tbx19           Ppa1           Etv4 
##        "64138"        "67122"        "83993"        "67895"        "18612" 
##         Mthfd2         Mrpl14           Vat1          Pdcd2          Osgep 
##        "17768"        "68463"        "26949"        "18567"        "66246" 
##         H2-DMa         Cox6b1           E2f1          Spry1      Serpinb6a 
##        "14998"       "110323"        "13555"        "24063"        "20719" 
##        Dpy19l1           Tmpo           Comt         Cyb5r3           Ipo5 
##       "244745"        "21917"        "12846"       "109754"        "70572" 
##          Nup85          Ddx39        Morf4l1          Rbbp7         Mrpl42 
##       "445007"             NA        "21761"       "245688"        "67270" 
##        Krtcap3          Kpna2           Rhob           Deb1           Gps2 
##        "69815"        "16647"        "11852"             NA        "56310" 
##          Pcbp2          Rpl39          Tnni2          Cript         Mrps22 
##        "18521"        "67248"        "21953"        "56724"        "64655" 
##        Anapc15          Atp5k           Mpc1            Tkt        Prelid1 
##        "75430"        "11958"        "55951"        "21881"        "66494" 
##          Ppm1g          Hells          Gpaa1           Cdyl           Mafg 
##        "14208"        "15201"        "14731"        "12593"        "17134" 
##         Prkag1          Hmgb2          Uhrf1            Ung        Rpl37rt 
##        "19082"        "97165"        "18140"        "22256"    "100502825" 
##       Rnaseh2b           Smc2          Fkbp2         H2-Ke6        Fam162a 
##        "67153"        "14211"        "14227"        "14979"        "70186" 
##            Pnp           Cst3          Nubp2          Kif15          Irgm2 
##        "18950"        "13010"        "26426"       "209737"        "54396" 
##           Bzw2            Dtl          Clic1         Prkab1           Cbx5 
##        "66912"        "76843"       "114584"        "19079"        "12419" 
##         Commd4           Pmm1          Emid1            Grn           Smc6 
##        "66199"        "29858"       "140703"        "14824"        "67241" 
##          Htra2        Snrnp25          Cenpq        Slc30a9           Mlf2 
##        "64704"        "78372"        "83815"       "109108"        "30853" 
##         Zfp598          Cd2ap        Snrnp70        Rangap1           Add1 
##       "213753"        "12488"        "20637"        "19387"        "11518" 
##         Gm6644           Cct8          Pdap1           Hars          Hacd1 
##       "626009"        "12469"       "231887"        "15115"        "30963" 
##           Bag6           Hat1         Zwilch          Smdt1          Cox8a 
##       "224727"       "107435"        "68014"        "69029"        "12868" 
##        Gm15772           Ctse           Pop5            Pgd        St3gal4 
##    "100034726"        "13034"       "117109"       "110208"        "20443" 
##          Traip           Rsu1          Arcn1         Ncapd3         Pea15a 
##        "22036"        "20163"       "213827"        "78658"        "18611" 
##            Ttk  1810058I24Rik         Snrpd1             Qk         Gtpbp2 
##        "22137"        "67705"        "20641"        "19317"        "56055" 
##           Sypl         Larp1b          Itgb7         Nhp2l1          Calr4 
##        "19027"       "214048"        "16421"             NA       "108802" 
##         Zfp414         Samhd1          Gpsm2          Psat1          Taf11 
##       "328801"        "56045"        "76123"       "107272"        "68776" 
##          Eif3l           Rcc1        Mrps18b            Cd2          Fkbp5 
##       "223691"       "100088"        "66973"        "12481"        "14229" 
##         Mad2l1         Fam96a           Sod2          Atp5d          Scrn3 
##        "56150"             NA        "20656"        "66043"        "74616" 
##          Kif11           Nfs1           Tspo           Pfkm          Mcm10 
##        "16551"        "18041"        "12257"        "18642"        "70024" 
##          Snrpb          Romo1         Kctd20          Gnai2         Mif4gd 
##        "20638"        "67067"        "66989"        "14678"        "69674" 
##           Rpn2           Smc4           Ppt2          Fance          Sirpa 
##        "20014"        "70099"        "54397"        "72775"        "19261" 
##         Exosc8          Arap2           Lsm7          Top2a            Blm 
##        "69639"       "212285"        "66094"        "21973"        "12144" 
##        Smarcc1         Chtf18          Hspa9           Mogs         Arpp19 
##        "20588"       "214901"        "15526"        "57377"        "59046" 
##            Srm           Rab1         Ncaph2          Atg4d          Cdca5 
##        "20810"             NA        "52683"       "235040"        "67849" 
##           Oip5        Snrnp40         Nudt19        Fam126a         Cdc25c 
##        "70645"        "66585"       "110959"        "84652"        "12532" 
##         Ccdc34          Srpk1         Cdc25a           Myl6           Nptn 
##        "68201"        "20815"        "12530"        "17904"        "20320" 
##         Pdlim1           Kif4           Ptms          Ncoa7          Espl1 
##        "54132"        "16571"        "69202"       "211329"       "105988" 
##           Mea1            Spr          Thyn1          Dtymk          Ncapg 
##        "17256"        "20751"        "77862"        "21915"        "54392" 
##           Nfya          Bub1b  1500012F01Rik          Ap2a2         Mrpl30 
##        "18044"        "12236"             NA        "11772"       "107734" 
##          Sept7          Eif1b          Ywhae          Cdh17          Zcrb1 
##             NA        "68969"        "22627"        "12557"        "67197" 
##           Bak1          Tfdp2          Hmgn5        Arl6ip4          Cep76 
##        "12018"       "211586"        "50887"        "65105"       "225659" 
##          Arl4a          Cdc20          Fdx1l          Thoc6          Prim2 
##        "11861"       "107995"             NA       "386612"        "19076" 
##         Kif20a          Mpzl1          Yipf4          Myo5a        Tmem173 
##        "19348"        "68481"        "67864"        "17918"             NA 
##           Ybx1           Vrk2          Tifab           Eef2         Kif18b 
##        "22608"        "69922"       "212937"        "13629"        "70218" 
##          Pqlc1          Haus4          Ccne2           Tmx1           Irf8 
##             NA       "219072"        "12448"        "72736"        "15900" 
##          Nup37           Hmmr           Rrp9        St3gal6           Acy1 
##        "69736"        "15366"        "27966"        "54613"       "109652" 
##          Srsf2           Nuf2            Axl           Gart         Plxnb1 
##        "20382"        "66977"        "26362"        "14450"       "235611" 
##          Poc1a          Pa2g4        Pacsin1           Cct3          Spsb3 
##        "70235"        "18813"        "23969"        "12462"        "79043" 
##          Nop58           Mtx2         Kctd12       Hist1h4i         Dlgap5 
##        "55989"        "53375"       "239217"             NA       "218977" 
##           Tpx2           Nek2        Ndufaf2        Gadd45a         Kifc5b 
##        "72119"        "18005"        "75597"        "13197"        "16580" 
##           Tecr           Dag1         Slamf9          Hmgb1          Srsf7 
##       "106529"        "13138"        "98365"        "15289"       "225027" 
##          Phf5a         Stoml2         Luc7l3          Acaa2          Bnip1 
##        "68479"        "66592"        "67684"        "52538"       "224630" 
##         P2ry13         Donson           Wdr4          Cox7b         Atp5c1 
##        "74191"        "60364"        "57773"        "66142"        "11949" 
##          Eif3d          Degs1          Ttc27           Rnf8           Ppih 
##        "55944"        "13244"        "74196"        "58230"        "66101" 
##         Ergic1        Zfp385a          Vamp3        Adipor1            Erh 
##        "67458"        "29813"        "22319"        "72674"        "13877" 
##         Commd1          Pcbp4           Gpi1          Vegfc       Mad2l1bp 
##        "17846"        "59092"        "14751"        "22341"        "66591" 
##          Mknk2          Eif4b           Dlst          Ppm1b          Tmed3 
##        "17347"        "75705"        "78920"        "19043"        "66111" 
##        Ppp2r5b        Sh3glb1          Cd302           Gnl3          Dhrs4 
##       "225849"        "54673"        "66205"        "30877"        "28200" 
##         Gtf2a2        Slc39a7          Clspn          Ghitm           Eno3 
##       "235459"        "14977"       "269582"        "66092"        "13808" 
##         Zfp367        Slc25a3          Pole2  D030056L22Rik        Tmem55b 
##       "238673"        "18674"        "18974"       "225995"             NA 
##           Ost4         Ncapg2          Srprb         Kif18a          Cenpk 
##        "67695"        "76044"        "20818"       "228421"        "60411" 
##         Sptssa          Park7         Chchd3      Arhgap11a          Vamp5 
##       "104725"        "57320"        "66075"       "228482"        "53620" 
##        Krtcap2         Ckap2l         Gtf2h4           Naga          Cebpz 
##        "66059"        "70466"        "14885"        "17939"        "12607" 
##          Clcn3          Psmg1          Qtrt1          Atad2        Depdc1b 
##        "12725"        "56088"        "60507"        "70472"       "218581" 
##           Rfc2          Ssbp4          Kif2c        Slc20a1        Tmem86b 
##        "19718"        "76900"        "73804"        "20515"        "68255" 
##           Ehd4         Klhdc2          Asf1b        Gm12191         Ccdc94 
##        "98878"        "69554"        "66929"       "666899"             NA 
##           Snx9          Exoc6          Actg1           Dbr1         Hmgcs1 
##        "66616"       "107371"        "11465"        "83703"       "208715" 
##           Rxrb       Ppp1r14b        Gm10094         Atp5j2          Snhg1 
##        "20182"        "18938"             NA        "57423"        "83673" 
##        Nfkbil1          Snrpg         Nmnat3        Morf4l2           Brd4 
##        "18038"        "68011"        "74080"        "56397"        "57261" 
##           Gars         Slc2a3          Blvra           Ect2          Cenpp 
##       "353172"        "20527"       "109778"        "13605"        "66336" 
##           Gnl1          Dnph1           Igtp          Supt3      Gabarapl2 
##        "14670"       "381101"        "16145"       "109115"        "93739" 
##           Sat1          Anks1         Gemin6          Prdx6         Bckdhb 
##        "20229"       "224650"        "67242"        "11758"        "12040" 
##  A430005L14Rik         Pithd1         Nsmce1       Rnaseh2a          Josd2 
##        "97159"        "66193"        "67711"        "69724"        "66124" 
##           Dkc1       AI413582          Acat1           Aup1          Pianp 
##       "245474"       "106672"       "110446"        "11993"       "319352" 
##         Mgat4b          Prmt1          Snhg8       Cdc42ep4         Hmg20b 
##       "103534"        "15469"        "69895"        "56699"        "15353" 
##          Naa20           Bag2         Skiv2l          Hspd1          Dcaf6 
##        "67877"       "213539"       "108077"        "15510"        "74106" 
##          Vegfb        Suv39h1          Prdx1         Chchd1          Neil3 
##        "22340"        "20937"        "18477"        "66121"       "234258" 
##           Lsm3           Iah1           Ddx1           Narf          Samd1 
##        "67678"        "67732"       "104721"        "67608"       "666704" 
##        Eif2ak2         Scpep1        Syncrip         Acot13           Snx5 
##        "19106"        "74617"        "56403"        "66834"        "69178" 
##          Ube2t        Spata24           Vmp1          Ckap2  1700097N02Rik 
##        "67196"        "71242"        "75909"        "80986"        "67522" 
##         Klhl12          Ndc80          Luc7l        Slc16a6           Cmah 
##       "240756"        "67052"        "66978"       "104681"        "12763" 
##          Lrig3           Btla         Steap3           Cnn3        Fgfr1op 
##       "320398"       "208154"        "68428"        "71994"             NA 
##           Eny2          Psme1          Vdac1           Rpn1            Csk 
##       "223527"        "19186"        "22333"       "103963"        "12988" 
##         Tmem97          Cenpm           Map4          Psip1        Fam210b 
##        "69071"        "66570"        "17758"       "101739"        "67017" 
##           Bysl         Abhd15           Usp1         Anapc5           Kars 
##        "53414"        "67477"       "230484"        "59008"        "85305" 
##          Bcas2          Txnl1        Hcfc1r1       Dnase1l1           Mxd3 
##        "68183"        "53382"       "353502"        "69537"        "17121" 
##          Pebp1           Sgk1         Rnf145          Tomm5           Dbf4 
##        "23980"        "20393"        "74315"        "68512"        "27214" 
##           Plk4           Dad1          Ncaph         Psmd14         H2-T23 
##        "20873"        "13135"       "215387"        "59029"        "15040" 
##           Lsm4        Racgap1        H2-DMb2           Ydjc          Dyrk3 
##        "50783"        "26934"        "15000"        "69101"       "226419" 
##          Ddost          Idh3g           Azi2          Diap3          Srp19 
##        "13200"        "15929"        "27215"             NA        "66384" 
##          Clcn5          Spc25          Slfn3          Tbrg1          Plcb3 
##        "12728"        "66442"        "20557"        "21376"        "18797" 
##           Oaz1            Pml           Cct7            Ckb           Ptk2 
##        "18245"        "18854"        "12468"        "12709"        "14083" 
##          Lims1         Lpcat3          Psmd1         Hnrnpc          Cct6a 
##       "110829"        "14792"        "70247"        "15381"        "12466" 
##          Limd1            Mt1          Usp18          Psma7           Gch1 
##        "29806"        "17748"        "24110"        "26444"        "14528" 
##         Aarsd1         Hspa14  2700099C18Rik        Galnt10       Hsp90aa1 
##        "69684"        "50497"        "77022"       "171212"        "15519" 
##         Mrps23         Rsl1d1          Copz1           Zw10          Hmgn2 
##        "64656"        "66409"        "56447"        "26951"        "15331" 
##           Aaas         Ccrn4l         Dpagt1           Tma7          Nudt1 
##       "223921"             NA        "13478"        "66167"        "17766" 
##         Ndufb6          Pfdn1          Bmp2k            Ski         Hrsp12 
##       "230075"        "67199"       "140780"        "20481"             NA 
##           Tpm3          Rnf26         Tamm41           Tyms         Samm50 
##        "59069"       "213211"        "68971"        "22171"        "68653" 
##          Mmp14         Ube2q2       Ctnnbip1    D17H6S56E-5          Cenpn 
##        "17387"       "109161"        "67087"       "110956"        "72155" 
##          Cd320            Ddc          Acyp2           Nenf          Snx15 
##        "54219"        "13195"        "75572"        "66208"        "69024" 
##          Ssbp3         Eif1ax         Dalrd3         Mtmr14         Ranbp3 
##        "72475"        "66235"        "67789"        "97287"        "71810" 
##         Tspan3  4931406C07Rik           Tsr3         Mrpl27           Tap2 
##        "56434"        "70984"        "68327"        "94064"        "21355" 
##          Rpl38           Usp4        Sec14l1          Nsun2           Txn1 
##        "67671"        "22258"        "74136"        "28114"        "22166" 
##          Rsrp1          Suds3           Pon2           Cct4          Rab24 
##        "27981"        "71954"       "330260"        "12464"        "19336" 
##         Cdc123          Stk38           Spi1          Pold2          Peak1 
##        "98828"       "106504"        "20375"        "18972"       "244895" 
##         Piezo1          Haus8          Tcf12          Lmnb1  2310039H08Rik 
##       "234839"        "76478"        "21406"        "16906"        "67101" 
##          Fbxo5          Satb1           Leo1           Safb         Frmd4a 
##        "67141"        "20230"       "235497"       "224903"       "209630" 
##           Gmds         Pi4k2b            Phb           Xpo5          Rfwd3 
##       "218138"        "67073"        "18673"        "72322"       "234736" 
##            Gsr          Ywhah           Cnn2           Rfc3          Tonsl 
##        "14782"        "22629"        "12798"        "69263"        "72749" 
##           Gar1        Pla2g16          Akap8        Fam111a          Alg14 
##        "68147"             NA        "56399"       "107373"        "66789" 
##           Imp3          Lats2         Mrpl20         Gm4737         Actl6a 
##       "102462"        "50523"        "66448"             NA        "56456" 
##         Clstn1           Rev1          Mybl2          Kpnb1         Dynll1 
##        "65945"        "56210"        "17865"        "16211"        "56455" 
##          Cep57           Nde1             Xk          Cdk16        Ngfrap1 
##        "74360"        "67203"        "22439"        "18555"             NA 
##          Ube2i           Rffl          Pspc1           Brd2           Sik1 
##        "22196"        "67338"        "66645"        "14312"        "17691" 
##         Mre11a            Lta          Cmtr1        Rsl24d1         Ppp1cc 
##        "17535"        "16992"        "74157"       "225215"        "19047" 
##           Uba2          Spdl1         Lrpprc          Lrwd1  B230217O12Rik 
##        "50995"        "70385"        "72416"        "71735"       "320879" 
##          Soga1         Mapk14        Xpnpep1          Psmc5         Sdf2l1 
##       "320706"        "26416"       "170750"        "19184"        "64136" 
##          Runx3          Mlst8           Nmt1        Ndufa10         Pitrm1 
##        "12399"        "56716"        "18107"        "67273"        "69617" 
##           Mrm1         Hexim1           Pmvk           Umps         Snhg20 
##       "217038"       "192231"        "68603"        "22247"        "76972" 
##        Ppp1r18           Nans           Rbm7          Psmb2          Stk19 
##        "76448"        "94181"        "67010"        "26445"        "54402" 
##          Bcat2           Tpt1          Eif3b          Kctd5           Flna 
##        "12036"        "22070"        "27979"        "69259"       "192176" 
##          Prkd3         Snrpa1  2300009A05Rik          Tomm7           Matk 
##        "75292"        "68981"        "69478"        "66169"        "17179" 
##           Ibtk           Aven         Timm50         Fam98a         Ccdc12 
##       "108837"        "74268"        "66525"        "72722"        "72654" 
##         Znhit3         Lrrc42         Trim28           Btf3  C330006A16Rik 
##       "448850"        "77809"        "21849"       "218490"             NA 
##         Higd2a          Srrm2           Ska3           Bst2        Ppp2r1b 
##        "67044"        "75956"       "219114"        "69550"        "73699" 
##          Cmtm3         Leprot           Snx1          Gsto1         Nucks1 
##        "68119"       "230514"        "56440"        "14873"        "98415" 
##         Mrpl22           Pfn2         Creld2           Pfkl           Eno1 
##       "216767"        "18645"        "76737"        "18641"        "13806" 
##        Anapc16          Hacd2           Ppan          Nlrx1          Shmt1 
##        "52717"        "70757"       "235036"       "270151"        "20425" 
##          Cenpt          Pcbd2          Cox17          Ddx10         Chchd2 
##       "320394"        "72562"        "12856"        "77591"        "14004" 
##           Mpnd          Smco4         Ift140          Fmnl3         Hspbp1 
##        "68047"       "170748"       "106633"        "22379"        "66245" 
##          Foxm1          Cenpe         Cdca7l           Hscb           Guk1 
##        "14235"       "229841"       "217946"       "100900"        "14923" 
##            Khk         Eif2b4           Orc2          Rhot2           Ahcy 
##        "16548"        "13667"        "18393"       "214952"       "269378" 
##           Bub1         Supt16           Sav1           Gid8        Atp13a3 
##        "12235"       "114741"        "64010"        "76425"       "224088" 
##  2810025M15Rik          Riok2         Chmp2a       Mis18bp1         Tango2 
##        "69953"        "67045"        "68953"       "217653"        "27883" 
##         Rhbdf2  2810408I11Rik          Reep4          Psmb7           Nme6 
##       "217344"        "69941"        "72549"        "19177"        "54369" 
##           Mbd2          Pold3          Cyp51           Dhfr         Magohb 
##        "17191"        "67967"        "13121"        "13361"        "66441" 
##            Vcl           Srrt           Ddb2          Eif2a        Dnajc19 
##        "22330"        "83701"       "107986"       "229317"        "67713" 
##          Irak1          Atp5e          Nubp1          Efhd2        Ndufb11 
##        "16179"        "67126"        "26425"        "27984"       "104130" 
##         Anp32e       Ccnb1ip1           Lap3          Uvrag           Scd2 
##        "66471"       "239083"        "66988"        "78610"        "20250" 
##         Atp5a1         Rbmxl1          Spidr       Slc25a13         Rangrf 
##        "11946"        "19656"       "224008"        "50799"        "57785" 
##           Gen1           Gfer           Cln6            Set          Them6 
##       "209334"        "11692"        "76524"        "56086"       "223626" 
##       Arhgap19         Syngr2          Dus3l          Mipep          Usp14 
##        "71085"        "20973"       "224907"        "70478"        "59025" 
##         Mgat4a        Klhdc8b           Pno1          Dscc1           Ubl7 
##       "269181"        "78267"        "66249"        "72107"        "69459" 
##        Htatip2           Uba7           Mpc2          Znrd1         Raver1 
##        "53415"        "74153"        "70456"             NA        "71766" 
##           Cdc7         Rad54l          Slmo2          Nop10          Uqcrh 
##        "12545"        "19366"             NA        "66181"        "66576" 
##        Zmynd19           Rgl2           Ska1           Cltb          Mrto4 
##        "67187"        "19732"        "66468"        "74325"        "69902" 
##          Usmg5           Pole        Hnrnpa3          Acsl3          Pola1 
##             NA        "18973"       "229279"        "74205"        "18968" 
##        Tmem256           Pigf            Crk        Metap1d           Mxi1 
##        "69186"        "18701"        "12928"        "66559"        "17859" 
##         Prpf19          Slirp          Eif3k          Trex1           Dlat 
##        "28000"       "380773"        "73830"        "22040"       "235339" 
##         Nelfcd          Sp100       Snord15b         Zdhhc2         Lrrc59 
##        "57314"        "20684"       "449631"        "70546"        "98238" 
##           Napa      Hnrnpa2b1          Bscl2          Rad51          Naa38 
##       "108124"        "53379"        "14705"        "19361"        "78304" 
##          Casc5         Zbtb45           Dohh          Wdr55           Mecr 
##             NA       "232879"       "102115"        "67936"        "26922" 
##           Acp5         Mrps10            Pbk          Prr13          Casp3 
##        "11433"        "64657"        "52033"        "66151"        "12367" 
##           Pepd          Prps2          Atg9a         Cdkn2d           Eme1 
##        "18624"       "110639"       "245860"        "12581"       "268465" 
##         Atp5f1        Atp6v0b         Rnf139          Ptgs1            Fxn 
##             NA       "114143"        "75841"        "19224"        "14297" 
##           Ech1          Smc1a           Mta3         Hnrnpf          Ndrg3 
##        "51798"        "24061"       "116871"        "98758"        "29812" 
##          Sf3b6         Polr2j        Ndufa11          Sumo3          Atp5b 
##        "66055"        "20022"        "69875"        "20610"        "11947" 
##         Vkorc1            Btd         Gm1821          Nabp2           Hpse 
##        "27973"        "26363"             NA        "69917"        "15442" 
##         Dhcr24           Coq2          Nup62          Uchl5            Cit 
##        "74754"        "71883"        "18226"        "56207"        "12704" 
##          Itgb1        Tmem55a         Ndufs7       Selenbp1  3110002H16Rik 
##        "16412"             NA        "75406"        "20341"             NA 
##        Aldh9a1          Snx14           Lpxn         Suclg2          Aimp2 
##        "56752"       "244962"       "107321"        "20917"       "231872" 
##          Cnih1           Bin2          Ppm1m         C2cd2l         Nudcd2 
##        "12793"       "668218"        "67905"        "71764"        "52653" 
##          Endog        Snord22          Gspt1        Hnrnpab          Oas1a 
##        "13804"    "100127111"        "14852"        "15384"       "246730" 
##          Psmb4         Zfp318           Atic          Psmc3          Ehmt2 
##        "19172"        "57908"       "108147"        "19182"       "110147" 
##           Aprt          Vps11          Hyou1          Brca1          Sf3a2 
##        "11821"        "71732"        "12282"        "12189"        "20222" 
##         Ndufa4            Rp9          Narfl            Cad         Exosc2 
##        "17992"        "55934"             NA        "69719"       "227715" 
##           Net1         Knstrn         Ruvbl2         Akap8l          Srbd1 
##        "56349"        "51944"        "20174"        "54194"        "78586" 
##           Arsb          Ahsa1         Ptges3         Polr2m         Ifi44l 
##        "11881"       "217737"        "56351"        "28015"        "15061" 
##          Cdkn3          Axin1          Abcf2         Cnot10          Sept2 
##        "72391"        "12005"        "27407"        "78893"             NA 
##           Emg1         Eif2s2        St3gal2          Rad21          Hmgcl 
##        "14791"        "67204"        "20444"        "19357"        "15356" 
##        Anapc13         Ndufb7         Iqgap3          Ncoa4          Nudt5 
##        "69010"        "66916"       "404710"        "27057"        "53893" 
##           Nt5c          Stt3a         Ubald2         Gpank1          Fbxo3 
##        "50773"        "16430"       "319370"        "81845"        "57443" 
##         Rabac1          Msrb2           Rfc1          Mocs1          Dhrs3 
##        "14470"        "76467"        "19687"        "56738"        "20148" 
##          Rab5a         Suclg1           Immt          Dzip1          Eif3m 
##       "271457"        "56451"        "76614"        "66573"        "98221" 
##          Eps15         Anp32a          Cenpi         Apitd1          Calm1 
##        "13858"        "11737"       "102920"             NA        "12313" 
##         Mrps28        Rps27rt          Stag1          Acadm        Slc39a1 
##        "66230"    "100043813"        "20842"        "11364"        "30791" 
##          Gtse1         Nmral1          Cryl1  1700017B05Rik          Gins4 
##        "29870"        "67824"        "68631"        "74211"       "109145" 
##          Galk1          Atg4b        Zdhhc14         Mthfsl          Msmo1 
##        "14635"        "66615"       "224454"    "100039707"        "66234" 
##          Kctd1           Nsl1          Micu1          Ubxn1         Cep128 
##       "106931"       "381318"       "216001"       "225896"        "75216" 
##         Sec61b          Rftn1         Chchd6          Dgcr6          Rab12 
##        "66212"        "76438"        "66098"        "13353"        "19328" 
##         Nudt21          Mtmr2          Cenpl            Dym         Alkbh7 
##        "68219"        "77116"        "70454"        "69190"        "66400" 
##           Sltm         Cchcr1          Rrp1b            Emd          Flot1 
##        "66660"       "240084"        "72462"        "13726"        "14251" 
##          Sf3b5          Vamp8        Lamtor1          Ap1s2          Hdlbp 
##        "66125"        "22320"        "66508"       "108012"       "110611" 
##           Dsn1          Bola1          Keap1       Adamts10          Kif2a 
##        "66934"        "69168"        "50868"       "224697"        "16563" 
##        Osbpl1a           Vwa9          Alas1        Poldip2         Rab11b 
##        "64291"             NA        "11655"        "67811"        "19326" 
##          Skp1a           Gale           Mlh1          Gtf3a          Foxo4 
##             NA        "74246"        "17350"        "66596"        "54601" 
##        Ndufa12          Smpd4          Ctbp1         Trip13      Rplp2-ps1 
##        "66414"        "77626"        "13016"        "69716"       "665931" 
##         Zbtb12         Tuba1a        Tmem121       Hsd17b12        Sertad2 
##       "193736"        "22142"        "69195"        "56348"        "58172" 
##         Mrpl48           Csad         Polr2k           Ppa2       Lgals3bp 
##        "52443"       "246277"        "17749"        "74776"        "19039" 
##          Copb2           Pif1          Psma5           Def6         Mrpl37 
##        "50797"       "208084"        "26442"        "23853"        "56280" 
##          Dyrk4         Acadvl       Arhgef39          Fkbp4          Asap1 
##       "101320"        "11370"       "230098"        "14228"        "13196" 
##         Shcbp1           Rpf2  1110059E24Rik    D19Bwg1357e            Mut 
##        "20419"        "67239"        "66206"             NA             NA 
##         Gemin7          Trap1           Wee1            Pnn         Card11 
##        "69731"        "68015"        "22390"        "18949"       "108723" 
##           Tac4         Mrps36            Nxn            Tbp         Serbp1 
##        "93670"        "66128"        "18230"        "21374"        "66870" 
##         Arpc1a          Cox16          Impa2          Wdr18            Wiz 
##        "56443"        "66272"       "114663"       "216156"        "22404" 
##       BC004004          Rpain           Eml4        Slc35b2          Taf15 
##        "80748"        "69723"        "78798"        "73836"        "70439" 
##         Zfp523          Lars2          Abca7            Dxo           Orc5 
##       "224656"       "102436"        "27403"       "112403"        "26429" 
##          Spcs2           Vrk1          Rdh10            Srf         Mrps15 
##        "66624"        "22367"        "98711"        "20807"        "66407" 
##          Wdr74           Gcdh          Ddx49          Farp1       Ivns1abp 
##       "107071"       "270076"       "234374"       "223254"       "117198" 
##          Wdr41          Nup43           Asb1            Mvd           Gsg2 
##       "218460"        "69912"        "65247"       "192156"             NA 
##        Tmem109          Snhg9          Farsa          Hdac9         Ubxn2a 
##        "68539"        "73474"        "66590"        "79221"       "217379" 
##           Isy1         Ercc6l          Kntc1          Kat2b           Daxx 
##        "57905"       "236930"       "208628"        "18519"        "13163" 
##          Noc2l           Etv5            Ilk         Bcap29          Cenpf 
##        "57741"       "104156"        "16202"        "12033"       "108000" 
##           Mtx1          Lactb          Psma6         Mettl1           Bop1 
##        "17827"        "80907"        "26443"        "17299"        "12181" 
##          Atf6b          Mast2         Galnt1          Atad5           Aspm 
##        "12915"        "17776"        "14423"       "237877"        "12316" 
##         Fam26f           Tsc2          Ubxn6           Rbm6          Mcmbp 
##             NA        "22084"        "66530"        "19654"       "210711" 
##          Oasl1          Hacd3          Cmpk2         Maged1         Cacybp 
##       "231655"        "57874"        "22169"        "94275"        "12301" 
##          Tcof1          Eif3f         Mis18a        Rabggtb         Ralbp1 
##        "21453"        "66085"        "66578"        "19352"        "19765" 
##           Psph          Uqcrb          Pcyt2          Wash1          Troap 
##       "100678"        "67530"        "68671"             NA        "78733" 
##           Bcl6          Itga6       Rap1gds1         Ctnna1           Dna2 
##        "12053"        "16403"       "229877"        "12385"       "327762" 
##           Nle1           Klf9          Hipk2          Sidt2          Srsf3 
##       "217011"        "16601"        "15258"       "214597"        "20383" 
##           Ndc1         Adgrl2           E2f3        Ndufaf7          Ints7 
##        "72787"        "99633"        "13557"        "73694"        "77065" 
##          Pold1          Nlrc4          Rbbp4           Idh1           Uap1 
##        "18971"       "268973"        "19646"        "15926"       "107652" 
##           Ssr2          Ube2f         Atp2c1          Rad18           Tufm 
##        "66256"        "67921"       "235574"        "58186"       "233870" 
##           Ext2        Slc12a2        Fam134a           Tlr1          Psmb6 
##        "14043"        "20496"             NA        "21897"        "19175" 
##         Akr1a1          Mllt1          Pnisr           Mzt2          Adpgk 
##        "58810"        "64144"        "66625"        "72083"        "72141" 
##           Taf9         Mrps16          Alpk1         Agpat2          Gfra2 
##       "108143"        "66242"        "71481"        "67512"        "14586" 
##          Nup50          Eif3c         Pde10a         Cyb5r4          Larp7 
##        "18141"        "56347"        "23984"       "266690"        "28036" 
##         Alyref        Ppp1r11           Nsa2           Hax1         Nsmce2 
##        "21681"        "76497"        "59050"        "23897"        "68501" 
##         Agpat5        Tpd52l2         March5           Manf          Agap3 
##        "52123"        "66314"             NA        "74840"       "213990" 
##         Grpel1         Ndufs2        Abhd17a          Ascc1           Gng5 
##        "17713"       "226646"       "216169"        "69090"        "14707" 
##        Tmem194          Tubg1           Dexi          Magoh    Epb4.1l4aos 
##             NA       "103733"        "58239"        "17149"             NA 
##         Rnf141         Rnf168           Cope          Itgb2         Mboat7 
##        "67150"        "70238"        "59042"        "16414"        "77582" 
##        Ankrd54         Tubb2b           Get4           Sco2        Arhgdia 
##       "223690"        "73710"        "67604"    "100126824"       "192662" 
##          Usp15         Mrpl33  4933404O12Rik           Prr5          Fem1b 
##        "14479"        "66845"        "66752"       "109270"        "14155" 
##          Zwint         Inafm1          Haus1           Nudc          Snrpe 
##        "52696"        "66300"       "225745"        "18221"        "20643" 
##         Coro1a  2700094K13Rik         Tarbp2           Denr          Usp28 
##        "12721"             NA        "21357"        "68184"       "235323" 
##           Med8          Cyth3         Nap1l4          Aimp1           Bbs9 
##        "80509"        "19159"        "17955"        "13722"       "319845" 
##  1700086O06Rik  0610012G03Rik            Bad         Kif20b           St14 
##        "73516"       "106264"        "12015"       "240641"        "19143" 
##         Insig1         Luc7l2          Parp1          Nagpa          Cpsf1 
##       "231070"       "192196"        "11545"        "27426"        "94230" 
##         Rasal3           Pccb         Fbxo34          Eif3e          Acbd4 
##       "320484"        "66904"        "78938"        "16341"        "67131" 
##         N6amt2           Ppat           Miip           Fez2          Mapk3 
##             NA       "231327"        "28010"       "225020"        "26417" 
##         Pih1d1         Uqcrc2          Parp2            Mpg           Atl2 
##        "68845"        "67003"        "11546"       "268395"        "56298" 
##          Josd1          Spry4           Prnp         Polr2d          Rqcd1 
##        "74158"        "24066"        "19122"        "69241"             NA 
##  C330027C09Rik         Smim12          Mcts1  1110004E09Rik         Ppap2c 
##             NA        "80284"        "68995"             NA             NA 
##          Hace1           Ralb            Fh1           Kat7        Ubash3b 
##       "209462"        "64143"        "14194"       "217127"        "72828" 
##        Tmem208        Atp6ap1            Gyg          H2-Oa           Myg1 
##        "66320"        "54411"        "27357"        "15001"        "60315" 
##         Hnrnpk           Dpp9        Tubgcp3          Eif3a          Cse1l 
##        "15387"       "224897"       "259279"        "13669"       "110750" 
##  2210016F16Rik        Dnajc11          Psmg3         Amdhd2          Itga5 
##        "70153"       "230935"        "66506"       "245847"        "16402" 
##         Hs6st1        Ankrd49         Asrgl1          Ddx11        Dynlt1c 
##        "50785"        "56503"        "66514"       "320209"    "100040563" 
##           Rpa3           Coq9          Pgam1         Eftud2        Ccdc101 
##        "68240"        "67914"        "18648"        "20624"             NA 
##          Dus1l          Fcho2          Setd8        Slc44a2           Rac1 
##        "68730"       "218503"             NA        "68682"        "19353" 
##          Med11           Ilf3          Cmss1           Kri1          Fmnl1 
##        "66172"        "16201"        "66497"       "215194"        "57778" 
##          Cmpk1       Arhgef12           Clk3           Pck2       BC003965 
##        "66588"        "69632"       "102414"        "74551"       "214489" 
##          Reep5        Foxred1          Cers2           Pes1         Mrpl23 
##        "13476"       "235169"        "76893"        "64934"        "19935" 
##       Tnfrsf1b         Agpat1           Pgk1         Zfp809          Myd88 
##        "21938"        "55979"        "18655"       "235047"        "17874" 
##          Acot7          Dedd2          Tmed1          Sgpp1         Trip10 
##        "70025"        "67379"        "17083"        "81535"       "106628" 
##          Ikzf1           Ehd1            Ak2          Plbd2        Atp6v0c 
##        "22778"        "13660"        "11637"        "71772"        "11984" 
##           Ctsa         Plxnd1            St7       Slc39a10         Mvb12b 
##        "19025"        "67784"        "64213"       "227059"        "72543" 
##         Zdhhc3           Melk          Vac14        Slc30a6           Rxra 
##        "69035"        "17279"       "234729"       "210148"        "20181" 
##         Asnsd1           Rmrp           Pbx2         Srebf2         Eif4g1 
##        "70396"        "19782"        "18515"        "20788"       "208643" 
##           Tpp1         Nup133         Psmd11           Lmf1          Isoc1 
##        "12751"       "234865"        "69077"        "76483"        "66307" 
##         Sept11          Vdac3         Stard4           Tbca         Eif4a3 
##             NA        "22335"       "170459"        "21371"       "192170" 
##           Inf2          Psmf1     Gadd45gip1         Lgals1          Rap1b 
##        "70435"       "228769"       "102060"        "16852"       "215449" 
##         Prrc2a         Fancd2          Idh3b         Fam50a         Ppp1r8 
##        "53761"       "211651"       "170718"       "108160"       "100336" 
##        Prpsap1           Rars           Nxt1          Srsf9          Kdm2b 
##        "67763"       "104458"        "56488"       "108014"        "30841" 
##          Pear1        Herpud2          Nudt3          Prr11          Psmd2 
##        "73182"        "80517"        "56409"       "270906"        "21762" 
##          Erp29         Dcaf12        Psmc3ip  3110082I17Rik           Sun1 
##        "67397"        "68970"        "19183"        "73212"        "77053" 
##          Rtel1           Gpn3          Ptbp1          Rab8b         Lancl2 
##       "269400"        "68080"        "19205"       "235442"        "71835" 
##          Trib1           M6pr          Dgcr8          Wdr70          Ip6k1 
##       "211770"        "17113"        "94223"       "545085"        "27399" 
##          Cisd2          Ppm1j          Snrpf         Ndufc1          Haus5 
##        "67006"        "71887"        "69878"        "66377"        "71909" 
##         Tsen34          Gpm6b          Hadhb        Sertad1          Snhg4 
##        "66078"        "14758"       "231086"        "55942"    "100503380" 
##          Igbp1        Ccdc167          Psmd7        Pstpip1          Nop14 
##        "18518"        "68597"        "17463"        "19200"        "75416" 
##          H2-Ob        Ldlrap1          Oard1         Sft2d1           Eif6 
##        "15002"       "100017"       "106821"       "106489"        "16418" 
##         Ndufs3          Psmc4          Trp53         Eif2s1            Wrn 
##        "68349"        "23996"        "22059"        "13665"        "22427" 
##         Rnf19a          Psme2          Taf12           Tsfm         Fam64a 
##        "30945"        "19188"        "66464"        "66399"             NA 
##          Foxn2           Strn          Ift46         Echdc1          Hddc2 
##        "14236"       "268980"        "76568"        "52665"        "69692" 
##          Gna15          Wdfy2        Tbc1d14         Mrps24           Arl2 
##        "14676"       "268752"       "100855"        "64660"        "56327" 
##           Pfas           Mto1         Ublcp1         Prkaa1          Yipf3 
##       "237823"        "68291"        "79560"       "105787"        "28064" 
##        Txndc17         Txndc5          Ppard         Rnase4         Ttll12 
##        "52700"       "105245"        "19015"        "58809"       "223723" 
##         Polr3h          Actn4          Vps35          Cenpw        Pak1ip1 
##        "78929"        "60595"        "65114"        "66311"        "68083" 
##          Sap30          Oxsr1         Pradc1         Ruvbl1         Fkbp11 
##        "60406"       "108737"        "73327"        "56505"        "66120" 
##          Ifi35          Deaf1           E4f1          Srsf1          Prdx5 
##        "70110"        "54006"        "13560"       "110809"        "54683" 
##          Ssfa2          Stip1           Nol7        Arhgap9          Cetn3 
##             NA        "20867"        "70078"       "216445"        "12626" 
##          Lama4          Xrcc5          Ap3s1           Coa6        Slc20a2 
##        "16775"        "22596"        "11777"        "67892"        "20516" 
##        Prpf38a          Rrbp1       Aldh16a1          Med17          Nolc1 
##       "230596"        "81910"        "69748"       "234959"        "70769" 
##          Hinfp        Cebpzos  9530077C05Rik       Mettl7a1          Usp46 
##       "102423"        "68554"        "68283"        "70152"        "69727" 
##       Pafah1b2        Gm15800         Zfp946         Gnptab           Rfx7 
##        "18475"             NA        "74149"       "432486"       "319758" 
##         Ndufa8           Cinp           Tdp1          Arpc2         Ppp2cb 
##        "68375"        "67236"       "104884"        "76709"        "19053" 
##           Ddb1           Canx          Mfsd4         Mrpl15            Nsf 
##        "13194"        "12330"             NA        "27395"        "18195" 
##  2810004N23Rik          Capn1           Pomp          Psmb5         Exosc6 
##        "66523"        "12333"        "66537"        "19173"        "72544" 
##          Psmd5           Sfi1         Gm6548          Las1l         Coro2b 
##        "66998"        "78887"       "625054"        "76130"       "235431" 
##          Arrb2         Arrdc2           Gcsh           Crem  9130401M01Rik 
##       "216869"        "70807"        "68133"        "12916"        "75758" 
##         Usp6nl          Med20          Pycr2           Dap3         Mrpl40 
##        "98910"        "56771"        "69051"        "65111"        "18100" 
##         Tbc1d4         Hnrnpd         Ndufc2          Lman1         Qrich1 
##       "210789"        "11991"        "68197"        "70361"        "69232" 
##      Eif4enif1           Pop7           Cdk2         Fam76b         Nup205 
##        "74203"        "74097"        "12566"        "72826"        "70699" 
##          Pycrl           Gatc           Aars        Mybbp1a          Fbxl6 
##        "66194"       "384281"       "234734"        "18432"        "30840" 
##           Etf1          Casp1         Sgol2a        Pip5k1b          Fbxw2 
##       "225363"        "12362"             NA        "18719"        "30050" 
##         Zc3hc1         Rab11a          Psma2           Mdc1           Zpr1 
##       "232679"        "53869"        "19166"       "240087"        "22687" 
##           Wdr5          Abcb8           Ctps         Capn15          Lcmt1 
##       "140858"        "74610"        "51797"        "50817"        "30949" 
##         Dazap1         Mad1l1         Cox7a1           Mtbp         Polr2e 
##        "70248"        "17120"        "12865"       "105837"        "66420" 
##          Usp10           Lmf2        Plekhg1          Prmt7           Rcc2 
##        "22224"       "105847"       "213783"       "214572"       "108911" 
##        Zc3hav1           Clpx          Esco2           Rdm1         Mrpl54 
##        "78781"       "270166"        "71988"        "66599"        "66047" 
##        Dclre1b          Atp5l         Rad23b          Ssna1           Nars 
##       "140917"        "27425"        "19359"        "68475"        "70223" 
##          Ppp4c           Dtnb            Hk1         Fam43a         Tomm40 
##        "56420"        "13528"        "15275"       "224093"        "53333" 
##           Elp6          Dars2           Sdhb         Pik3r1           Nob1 
##        "72341"       "226539"        "67680"        "18708"        "67619" 
##          Mef2c          H2afj         Snap23          Cops4           Cast 
##        "17260"             NA        "20619"        "26891"        "12380" 
##          Rap1a         Otulin          Lage3          Otud5           Stil 
##       "109905"       "432940"        "66192"        "54644"        "20460" 
##       Trappc10         Timm13          Psma3         Ppp1ca       Rnaset2a 
##       "216131"        "30055"        "19167"        "19045"    "100037283" 
##         Tatdn2        Rpl36al         Paxip1         Lrrc40          Fabp5 
##       "381801"        "66483"        "55982"        "67144"        "16592" 
##          Pdss1         Zfp637         Mrpl21          Arl8b          Prps1 
##        "56075"       "232337"       "353242"        "67166"        "19139" 
##           Haao          Hdac1           Tfeb           Twf1           Sc5d 
##       "107766"       "433759"        "21425"        "19230"       "235293" 
##         Snapc5         Slc6a6         Timm10         Mrps35         Gapvd1 
##       "330959"        "21366"        "30059"       "232536"        "66691" 
##           Hras          Mrps7          Noc4l       Tor1aip2          Dhx58 
##        "15461"        "50529"       "100608"       "240832"        "80861" 
##          Nol12  2700029M09Rik           Cct2         Mrps26           Eri1 
##        "97961"             NA        "12461"        "99045"        "67276" 
##         Eef1e1          Prkce         Polr2h  D330041H03Rik          Vdac2 
##        "66143"        "18754"       "245841"       "654822"        "22334" 
##          Pigyl         Dnaja3  E130012A19Rik          Rpph1           Med7 
##        "66268"        "83945"             NA        "85029"        "66213" 
##           Nifk          Klf16           Rbx1           Tchp           Taf8 
##        "67949"       "118445"        "56438"        "77832"        "63856" 
##        Ammecr1          Snupn          Fanci          Hsbp1         Pitpnb 
##        "56068"        "66069"       "208836"        "68196"        "56305" 
##           Gab1        Tmem147         Trim26           Gnas           Eml3 
##        "14388"        "69804"        "22670"        "14683"       "225898" 
##          Sf3b4            Zak            Mcu        Zcchc17          Acbd6 
##       "107701"             NA       "215999"       "619605"        "72482" 
##            Eed          Ncbp1         Mrpl55          Usp39           Ssr1 
##        "13626"       "433702"        "67212"        "28035"       "107513" 
##        Bcl2l13         Ints10          Sf3a3          Csrp1           Ssh2 
##        "94044"        "70885"        "75062"        "13007"       "237860" 
##          Ggact         Zfand3          Fgf13          Telo2          Rrp36 
##       "223267"        "21769"        "14168"        "71718"       "224823" 
##        Slc25a4          Ap1b1          Acsl5         Tbccd1          Ap1s1 
##        "11739"        "11764"       "433256"        "70573"        "11769" 
##         Ccdc71         Exosc9          Dnm1l          Pros1         Kdelr1 
##        "72454"        "50911"        "74006"        "19128"        "68137" 
##         Mospd3          Fam3c            Ssb           Pex7        Dnttip1 
##        "68929"        "27999"        "20823"        "18634"        "76233" 
##         Zfp428        Gorasp2           Bora          Rwdd1          Hyal2 
##       "232969"        "70231"        "77744"        "66521"        "15587" 
##           Pex6           Dtx3         Exosc5          Ticrr          Sin3a 
##       "224824"        "80904"        "27998"        "77011"        "20466" 
##          Cpne3          Dhx15         Trim39  2700060E02Rik        Slc31a1 
##        "70568"        "13204"        "79263"             NA        "20529" 
##           Edc3           Aacs         U2surp          Cops2          Leng8 
##       "353190"        "78894"        "67958"        "12848"       "232798" 
##          Tfb1m          Abca3          Pacs1         Nup107          Wdr12 
##       "224481"        "27410"       "107975"       "103468"        "57750" 
##         Ccdc22         Enoph1          Wdr24          Armc1         Mettl9 
##        "54638"        "67870"       "268933"        "74252"        "59052" 
##         Pard6g           Aco1           Gas5        Ccdc88a       Slc25a44 
##        "93737"        "11428"        "14455"       "108686"       "229517" 
##           Faf1  A930015D03Rik         Ndufa5        Hnrnpa1           Mylk 
##        "14084"        "77810"        "68202"        "15382"       "107589" 
##          Iars2          Usp33          Bnip2           Pdk3          Rrp15 
##       "381314"       "170822"        "12175"       "236900"        "67223" 
##          Srsf4           Arf2         Fam76a         Mrpl44          Akap1 
##        "57317"        "11841"       "230789"        "69163"        "11640" 
##          Smim4        Fam101b           Rhog           Mob2          Fancl 
##        "66487"             NA        "56212"       "101513"        "67030" 
##         Kdelr2          Seh1l          Tbcel          Cops5          Pdcd5 
##        "66913"        "72124"       "272589"        "26754"        "56330" 
##           Rbl1           Bzw1          Hspa4          Ap4b1        Ccndbp1 
##        "19650"        "66882"        "15525"        "67489"        "17151" 
##         Cenpc1           Iars           Tars          Psmb3         Mrpl45 
##        "12617"       "105148"       "110960"        "26446"        "67036" 
##           Git1          Ecsit          Ptov1          Cd151          Cars2 
##       "216963"        "26940"        "84113"        "12476"        "71941" 
##          Mars2          Knop1          Prpf3        Flywch1          Dis3l 
##       "212679"        "66356"        "70767"       "224613"       "213550" 
##          Asah1          Cnpy3       Ebna1bp2          Pnpt1          Rhno1 
##        "11886"        "72029"        "69072"        "71701"        "72440" 
##         Rnf187         Phlda1          Stx12          Psmd3         Mapre2 
##       "108660"        "21664"       "100226"        "22123"       "212307" 
##       Tmem183a         Mrpl11           Tap1          Renbp         Prkrir 
##        "57439"        "66419"        "21354"        "19703"             NA 
##         Ogfod3           Pus1           Gdi2        Ppp1r21           Gm2a 
##        "66179"        "56361"        "14569"        "73825"        "14667" 
##           Bub3          Adrm1           Cluh          Gstm1           G2e3 
##        "12237"        "56436"        "74148"        "14862"       "217558" 
##         Ddrgk1       Mapk8ip3         Ctage5           Wbp5          Mapk6 
##        "77006"        "30957"             NA             NA        "50772" 
##           Rtn3        Pip4k2a           Ccz1  1110008F13Rik           Xpot 
##        "20168"        "18718"       "231874"             NA        "73192" 
##        Timm10b           Nab1           Sars           Pus7      Gabarapl1 
##        "14356"        "17936"        "20226"        "78697"        "57436" 
##          Psmc1          G3bp1         Lrrc8c          Acadl         Mrpl47 
##        "19179"        "27041"       "100604"        "11363"        "74600" 
##          Safb2  1810026J23Rik          Rpp30          Crtap         Vps26a 
##       "224902"             NA        "54364"        "56693"        "30930" 
##          Psmd9         Plscr2          Cstf3           Srpr         Sacm1l 
##        "67151"        "18828"       "228410"        "67398"        "83493" 
##          Fdft1          Brcc3         Mrpl46            Myc          Drap1 
##        "14137"       "210766"        "67308"        "17869"        "66556" 
##          Kdm7a         Prkag2         Mettl5          Sdad1         Polr2c 
##       "338523"       "108099"        "75422"       "231452"        "20021" 
##          Ube2m        Tmem108            Mmd       Gpatch11           Sgk3 
##        "22192"        "81907"        "67468"        "53951"       "170755" 
##          Papd7       Cdc42ep3       Tnfrsf21          Gna12          Cdc27 
##             NA       "260409"        "94185"        "14673"       "217232" 
##         Fam89b      D10Jhu81e           Itpa           Fdx1          Traf5 
##        "17826"             NA        "16434"        "14148"        "22033" 
##           Cd52        Sigmar1       Vkorc1l1           Wtap           Cmc4 
##        "23833"        "18391"        "69568"        "60532"    "105886298" 
##           Eci1        Cdk2ap1         Vcpkmt          Nelfa          Cdca2 
##        "13177"        "13445"       "207965"        "24116"       "108912" 
##           Bod1         Hiatl1        Mrps18c          Ubap2          Trmt1 
##        "69556"             NA        "68735"        "68926"       "212528" 
##         Mrps31          Pprc1           Chd3        Cramp1l             Cs 
##        "57312"       "226169"       "216848"             NA        "12974" 
##          Bud13           Eprs         Hnrnpl         Rnf126       Cyb561d2 
##       "215051"       "107508"        "15388"        "70294"        "56368" 
##          Psmc6         Rpusd1          Prmt5          Ube4a           Ubr7 
##        "67089"       "106707"        "27374"       "140630"        "66622" 
##          Nampt          Cdc34            Gss          Gsk3a         Morc2a 
##        "59027"       "216150"        "14854"       "606496"        "74522" 
##        Trappc4         Adgrg3           Dnm2       Atp6v1b2          Ptpn9 
##        "60409"        "54672"        "13430"        "11966"        "56294" 
##  E130309D02Rik          Cep83          Elmo1         Higd1a          Eif4h 
##             NA        "77048"       "140580"        "56295"        "22384" 
##           Scly        Zfand2b         Elovl1          Cox6c            Hn1 
##        "50880"        "68818"        "54325"        "12864"             NA 
##           Fhl3          Ssbp1          Adam9           Capg           Lsm6 
##        "14201"       "381760"        "11502"        "12332"        "78651" 
##         Mms22l           Atg3          Ddx21          Cdan1         Ccdc77 
##       "212377"        "67841"        "56200"        "68968"        "67200" 
##           Pus3           Pja2            Mpi          Trpv2           Pin1 
##        "67049"       "224938"       "110119"        "22368"        "23988" 
##         Nploc4           Npat           Adsl          Tjap1            Ubb 
##       "217365"       "244879"        "11564"        "74094"        "22187" 
##         Tbc1d5         Rwdd2b           Nadk         Timm23          Dhrs1 
##        "72238"        "53858"       "192185"        "53600"        "52585" 
##           Fmr1        Camsap2           Emc7         Ppp1r2           Ltv1 
##        "14265"        "67886"        "73024"        "66849"       "353258" 
##         Psmd12          Ilkap          Morn2            Ada           Pkn2 
##        "66997"        "67444"       "378462"        "11486"       "109333" 
##          Isca2        Prps1l3          Ube2o       Cdk5rap3           Mars 
##        "74316"       "328099"       "217342"        "80280"             NA 
##          Psmd4          Tssc1          Cdca4          Tpra1          Ypel5 
##        "19185"             NA        "71963"        "24100"       "383295" 
##          Senp1          Foxk2        Arl6ip6           Smc3          Uchl3 
##       "223870"        "68837"        "65103"        "13006"        "50933" 
##           Fig4          Utp18         Mrfap1          Vps29        Slc35b4 
##       "103199"       "217109"        "67568"        "56433"        "58246" 
##          Srrm1         Eefsec            Dbi        Slc45a4          Parp3 
##        "51796"        "65967"        "13167"       "106068"       "235587" 
##       Mphosph6           Ccni          Ufsp2         Ifngr1         Polr1d 
##        "68533"        "12453"       "192169"        "15979"        "20018" 
##         Commd2          Nup54           Pld3       Atp6v1e1         Mrps14 
##        "52245"       "269113"        "18807"        "11973"        "64659" 
##           Med6           Smn1        Gltscr2        Chordc1          Usp25 
##        "69792"        "20595"             NA        "66917"        "30940" 
##         Gabpb2     Cdkn2aipnl          Whsc1         Trim25          Ccpg1 
##       "213054"        "52626"             NA       "217069"        "72278" 
##          Slfn5         Faap20        Dennd1a          Tbrg4         Tomm20 
##       "327978"        "67513"       "227801"        "21379"        "67952" 
##        Rasgrp3        Ctnnbl1         Bri3bp          Synj2           Atn1 
##       "240168"        "66642"        "76809"        "20975"        "13498" 
##           Mtor           Usp5          Nosip         Cep295           Mbd3 
##        "56717"        "22225"        "66394"       "319675"        "17192" 
##          Hspa5          Sugt1           Ska2         Heatr3           Ilf2 
##        "14828"        "67955"        "66140"       "234549"        "67781" 
##          Eif5b         Zfp467          Tusc2           Phf7         Zfp472 
##       "226982"        "68910"        "80385"        "71838"       "224691" 
##           Clpb          Oxa1l        Tmem192          Scaf8          Nsdhl 
##        "20480"        "69089"        "73067"       "106583"        "18194" 
##           Atf1           Cars         Dnajc8          Naa50         Wdr45b 
##        "11908"        "27267"        "68598"        "72117"        "66840" 
##          Thap7           Elp5          Chd1l          Mink1         Txnl4a 
##        "69009"        "54351"        "68058"        "50932"        "27366" 
##        Snora17         Eif2b5          Atox1         Klhl25           Gmpr 
##    "100306954"       "224045"        "11927"       "207952"        "66355" 
##        Serinc1         Katnb1         Man2b1          Lmnb2           Aamp 
##        "56442"        "74187"        "17159"        "16907"       "227290" 
##          Ftsj3          Dnpep          Ptpn1         Mrps30         Osbpl8 
##        "56095"        "13437"        "19246"        "59054"       "237542" 
##       Eif4ebp1          Bckdk        Zfyve21           Uxs1         Ndufa9 
##        "13685"        "12041"        "68520"        "67883"        "66108" 
##            Ak6           Cul7           Snf8          Psmd6           Pgm2 
##    "102216272"        "66515"        "27681"        "66413"        "66681" 
##           Sdhc          Tnpo1         Rab27a           Cul5        Isg20l2 
##        "66052"       "238799"        "11891"        "75717"       "229504" 
##           Eif1           Api5         Drosha          Clcc1           Gnb4 
##        "20918"        "11800"        "14000"       "229725"        "14696" 
##       Tbc1d22a           Brk1           Ece2           Mum1         Ggnbp2 
##       "223754"       "101314"       "107522"             NA       "217039" 
##          Cep89        Tmem261          Sympk         Ndufa6          Tssc4 
##        "72140"             NA        "68188"        "67130"        "56844" 
##       Slc25a15           Uba5        Txndc15            Oat         Nudt22 
##        "18408"        "66663"        "69672"        "18242"        "68323" 
##       Tbc1d22b         Ube2e3          Btbd9          Tsnax          Dusp4 
##       "381085"        "22193"       "224671"        "53424"       "319520" 
##           Ing5         Sapcd2           Crat           Ece1         Mrpl16 
##        "66262"        "72080"        "12908"       "230857"        "94063" 
##          Vps52            Slk         Atad3a         Eif1ad           Fhl1 
##       "224705"        "20874"       "108888"        "69860"        "14199" 
##           Scap          Smad7          Snrpa        Ccdc71l  0610007P14Rik 
##       "235623"        "17131"        "53607"        "72123"             NA 
##        Gm12669        Klhdc10         Rab40c          Rrp7a          Acsl4 
##       "620016"        "76788"       "224624"        "74778"        "50790" 
##          Wdr82      Dpm1-adnp        Brip1os          Usp19           Glb1 
##        "77305"             NA        "74038"        "71472"        "12091" 
##            C1d          Firre           Tank          Tmod3         Rabepk 
##        "57316"       "103012"        "21353"        "50875"       "227746" 
##         Ndufs8         Ube2v1           Mtap          Hbs1l            Pts 
##       "225887"        "66589"        "66902"        "56422"        "19286" 
##        Ndufaf4          Acad9          Nsun5         Srebf1            Pdf 
##        "68493"       "229211"       "100609"        "20787"        "68023" 
##         Exosc1          Chmp3          Poc1b           Stk3          Asna1 
##        "66583"        "66700"       "382406"        "56274"             NA 
##           Xbp1          Clcn7         Cuedc2           Shc1        Phactr4 
##        "22433"        "26373"        "67116"        "20416"       "100169" 
##       AU019823          Frat2        Fam188a        Agtpbp1          Anxa7 
##             NA       "212398"             NA        "67269"        "11750" 
##           Rgs8         Cdk11b          Phf19         Psmd13         Zfp160 
##        "67792"        "12537"        "74016"        "23997"       "224585" 
##           Hprt         Acaa1a          Fxyd5           Dffb         Gpr108 
##        "15452"       "113868"        "18301"        "13368"        "78308" 
##          Plrg1          Med25            Lck          Jmjd8         Erlin1 
##        "53317"        "75613"        "16818"        "72106"       "226144" 
##           Asb6          Mcrs1          Nup93          Rbm8a           Urm1 
##        "72323"        "51812"        "71805"        "60365"        "68205" 
##         Ndufa1         Katna1        Ccdc124           Vav1           Ulk1 
##        "54405"        "23924"       "234388"        "22324"        "22241" 
##           Gusb          Rufy1         Gtpbp1        Pip4k2c         Smurf2 
##       "110006"       "216724"        "14904"       "117150"        "66313" 
##           Ostc         Ccdc84  2700062C07Rik           Twf2         Ndufb5 
##        "66357"       "382073"        "68046"        "23999"        "66046" 
##           Ubl3         Ptpmt1         Rassf1         Slc7a1          Rbmx2 
##        "24109"        "66461"        "56289"        "11987"       "209003" 
##         Cyfip1          Mmp11        Fam212a         Zfp426          Sumf1 
##        "20430"        "17385"             NA       "235028"        "58911" 
##           Stx7           Fcf1         Tex264         Clasp2          Extl3 
##        "53331"        "73736"        "21767"        "76499"        "54616" 
##           Gmps          Mycbp           Ola1          Ddx18           Prr3 
##       "229363"        "56309"        "67059"        "66942"        "75210" 
##           Gfm1       BC055324           Nme7         Scamp2          Unc50 
##        "28030"       "381306"       "171567"        "24044"        "67387" 
##          Tanc1         Ppp2ca         Kdelc1          Ap2m1          Bud31 
##        "66860"        "19052"             NA        "11773"       "231889" 
##          Shfm1         Dnajb6         Fundc2        Gpatch4        Sh3glb2 
##             NA        "23950"        "67391"        "66614"       "227700" 
##         Pdcd10           Dok2          Tm2d3          Ipo11          Tma16 
##        "56426"        "13449"        "68634"        "76582"        "66282" 
##          Rasa2           Alg5       Slc25a45         Commd9         Zfp511 
##       "114713"        "66248"       "107375"        "76501"        "69752" 
##        Golph3l           Ppig         Eif2b1      Mphosph10          Gmppb 
##       "229593"       "228005"       "209354"        "67973"       "331026" 
##         Minos1          Vps16            Jup         Tm9sf1           Raly 
##             NA        "80743"        "16480"        "74140"        "19383" 
##         Tmem59           Ttf2          Mbnl3         Vps13c          Aagab 
##        "56374"        "74044"       "171170"       "320528"        "66939" 
##          Herc1          Tsta3          Rbm14          Carkd           Eci2 
##       "235439"             NA        "56275"             NA        "23986" 
##          Dctn2           St13           Ict1         Smchd1           Pygm 
##        "69654"        "70356"             NA        "74355"        "19309" 
##       Itgb1bp1          Nat10         Dnaja2         Golt1b          H3f3a 
##        "16413"        "98956"        "56445"        "66964"        "15078" 
##            Cbl          Wdr76          Itpr3        Pglyrp2           Calr 
##        "12402"       "241627"        "16440"        "57757"        "12317" 
##           Rcl1         Tardbp         Ppp1r7         Fam49b           Rae1 
##        "59028"       "230908"        "66385"             NA        "66679" 
##           Got2           E2f7  Gt(ROSA)26Sor         Gtf3c5            Shb 
##        "14719"        "52679"        "14910"        "70239"       "230126" 
##          Tmco1  2410016O06Rik           Ncf4         Man2a1         Cpped1 
##        "68944"             NA        "17972"        "17158"       "223978" 
##         Afg3l2          Magt1          Man1a          Rusc1          U2af2 
##        "69597"        "67075"        "17155"        "72296"        "22185" 
##        Ndufab1         Zbtb22         Ccdc47          Riok3         Sac3d1 
##        "70316"        "81630"        "67163"        "66878"        "66406" 
##        Fam133b           Drg1          Ywhab         Ptges2           Clp1 
##        "68152"        "13494"        "54401"        "96979"        "98985" 
##          Gins3        Abhd17c           Oaz2          Arih1          Ppwd1 
##        "78833"        "70178"        "18247"        "23806"       "238831" 
##          Skap2           Dvl1          Upf3b  2610318N02Rik           Emc6 
##        "54353"        "13542"        "68134"        "70458"        "66048" 
##         Txndc9           Nkrf         Abhd10           Akt3          Rbm28 
##        "98258"        "77286"       "213012"        "23797"        "68272" 
##           Ipo9          Rgs12           Ppie          Tra2b        B4galt5 
##       "226432"        "71729"        "56031"        "20462"        "56336" 
##         Rpusd4        Apbb1ip         Mrpl36        Snrnp27         Ppp4r1 
##        "71989"        "54519"        "94066"        "66618"        "70351" 
##         Ogfod2          Taf5l           Pan2         Gimap4          Kctd9 
##        "66627"       "102162"       "103135"       "107526"       "105440" 
##         Ddx26b           Aida          Wdr48         Ndufs1          Tprkb 
##             NA       "108909"        "67561"       "227197"        "69786" 
##         Trim37          Rnpc3         Zfp959          Meaf6         Abhd11 
##        "68729"        "67225"       "224893"        "70088"        "68758" 
##         Alkbh8          Rnpep       Rps19bp1         Cfap45           Nop2 
##        "67667"       "215615"        "66538"        "71870"       "110109" 
##          Psmc2          Tnip2         Gabbr1          Kdm5d         Calcrl 
##        "19181"       "231130"        "54393"        "20592"        "54598" 
##           Emc8          Tada3         Lrrc49           Pim3           Fpgs 
##        "18117"       "101206"       "102747"       "223775"        "14287" 
##          Mitd1         Cab39l         Mrpl34         Cops7a          Vti1a 
##        "69028"        "69008"        "94065"        "26894"        "53611" 
##            Gaa         Zfp609          Cep63          Ddx27  5031414D18Rik 
##        "14387"       "214812"        "28135"       "228889"             NA 
##         Rprd1b          Ift27        Rpl22l1          Arih2         Zfp760 
##        "70470"        "67042"        "68028"        "23807"       "240034" 
##          Slfn9         Slc2a1           Cul3         Spryd3        Tmem259 
##       "237886"        "20525"        "26554"       "223918"       "216157" 
##          Rad9a          P4ha1          Nedd8          Skap1         Pom121 
##        "19367"        "18451"        "18002"        "78473"       "107939" 
##          Abtb1        Slc35a4        Tubgcp2         Nudcd1          Tor1a 
##        "80283"        "67843"        "74237"        "67429"        "30931" 
##          Pcgf6         Gtf3c2       Itpripl1            Ebp           Qdpr 
##        "71041"        "71752"        "73338"        "13595"       "110391" 
##        Ccdc107  2310033P09Rik         Cactin        Tmem63a           Cnbp 
##       "622404"        "67862"        "70312"       "208795"        "12785" 
##         Spata5         Parp12         Babam1          Armc8           Cbx3 
##        "57815"       "243771"        "68251"        "74125"        "12417" 
##            Maz          Acot9           Sil1        Gatad2a        Tmem258 
##        "17188"        "56360"        "81500"       "234366"        "69038" 
##  4930427A07Rik         Zc3h18          Ap2s1          Vprbp          Eif4e 
##             NA        "76014"       "232910"             NA        "13684" 
##          Panx1         Mir703        Mettl14          Nop16          Gstcd 
##        "55991"       "735265"       "210529"        "28126"        "67553" 
##          Grwd1            Uxt            Fto          Igsf9          Rraga 
##       "101612"        "22294"        "26383"        "93842"        "68441" 
##           Noa1          Sars2         Coro1c           Fasn         Ormdl2 
##        "56412"        "71984"        "23790"        "14104"        "66844" 
##          Taco1         Mapk11         Sh3bp1          Gkap1          Peg13 
##        "70207"        "19094"        "20401"        "56278"       "353342" 
##          Sirt2          Spg21        Fam104a          Dhx57         Ccdc82 
##        "64383"        "27965"        "28081"       "106794"        "66396" 
##          Ninj1           Ubr2         Ubqln4        Smarcb1        Dnajc15 
##        "18081"       "224826"        "94232"        "20587"        "66148" 
##         Polr2b          Apmap           Ica1         Ergic3          Tmed2 
##       "231329"        "71881"        "15893"        "66366"        "56334" 
##           Xrn2         Smim15           Fcmr         Zfp639         Il10rb 
##        "24128"        "75616"        "69169"        "67778"        "16155" 
##         Polr2i           Cd84         Trim41            Jun          Pde12 
##        "69920"        "12523"       "211007"        "16476"       "211948" 
##           Smg9          Lsm12         Utp14a           Ubl5          Rbbp8 
##        "71997"       "268490"        "72554"        "66177"       "225182" 
##         Ube2l3          Milr1           Pef1           Cul2          Pcgf5 
##        "22195"       "380732"        "67898"        "71745"        "76073" 
##         Mrpl49          Mtch2           Cdk8           Ucp2           Coq7 
##        "18120"        "56428"       "264064"        "22228"        "12850" 
##  2310022A10Rik          Pdcd6          Ddx3y           Tnk2         Chaf1b 
##        "66367"        "18570"        "26900"        "51789"       "110749" 
##           Dpcd         Klhdc4          Ubac2          Kif1c           Usf2 
##       "226162"       "234825"        "68889"        "16562"        "22282" 
##          Naa40          Cstf2          Rmdn3           Snrk           Yars 
##        "70999"       "108062"        "67809"        "20623"       "107271" 
##        U2af1l4        Nkiras2       B3galnt2       Hsd17b10          Hmgcr 
##       "233073"        "71966"        "97884"        "15108"        "15357" 
##          Ireb2         Mrpl51         Cyb5r1          Gria2         Nfkbib 
##        "64602"        "66493"        "72017"        "14800"        "18036" 
##         Mrps12          Chmp6        Fam129a           Ccny          Smyd5 
##        "24030"       "208092"             NA        "67974"       "232187" 
##         Nup153          Ppm1a          G6pc3         Acad11          Wdr36 
##       "218210"        "19042"        "68401"       "102632"       "225348" 
##          Klhl2            Uty          Wdr26           Tbce          Reep3 
##        "77113"        "22290"       "226757"        "70430"        "28193" 
##          Ptpra          Ppcdc          Grhpr           Klf6          Pdcd7 
##        "19262"        "66812"        "76238"        "23849"        "50996" 
##          Ppm1f          Mcur1         B4gat1           Lrba         Gtpbp4 
##        "68606"        "76137"       "108902"        "80877"        "69237" 
##          Ttll4         Alg10b          Pidd1          Mfsd5           Sdf2 
##        "67534"       "380959"        "57913"       "106073"        "20316" 
##           Ufc1          Stk11            Dr1        Ppp2r3c         Glcci1 
##        "66155"        "20869"        "13486"        "59032"       "170772" 
##        S100a13          Becn1           Etfb           Rer1        Ankrd32 
##        "20196"        "56208"       "110826"        "67830"             NA 
##          Luzp1           Fut8         Mrps21       Trp53i13        Heatr5b 
##       "269593"        "53618"        "66292"       "216964"       "320473" 
##         Zfp672          Dhodh         Ddx19a       Hist1h1c        Laptm4a 
##       "319475"        "56749"        "13680"             NA        "17775" 
##           Edf1         Ccdc61           Wars        Dnajc17            Fus 
##        "59022"       "232933"        "22375"        "69408"       "233908" 
##        Slc16a1      Hmga2-ps1        Bloc1s5          Nutf2         Ccdc58 
##        "20501"        "15365"        "17828"        "68051"       "381045" 
##           Nae1          Spns1          Magi3          Herc6         Chchd4 
##       "234664"        "73658"        "99470"        "67138"        "72170" 
##         Nif3l1          Card6         Filip1         Mrpl38           Med9 
##        "65102"       "239319"        "70598"        "60441"       "192191" 
##          Ckap5           Fnta        Rad54l2        Slc39a6          Mrpl1 
##        "75786"        "14272"        "81000"       "106957"        "94061" 
##          Pdia6          Spast            Atr         Atp2a2           Lsg1 
##        "71853"        "50850"       "245000"        "11938"       "224092" 
##          Mfsd1       Tbc1d10b        Cyp20a1           Pmm2         Ndufs6 
##        "66868"        "68449"        "77951"        "54128"       "407785" 
##         Zbtb14            Aqr           Gpd2         Timm44          Zmat2 
##        "22666"        "11834"        "14571"        "21856"        "66492" 
##          Nprl2         Pdlim5          Slmap           Tab2           Coq6 
##        "56032"        "56376"        "83997"        "68652"       "217707" 
##          Hadha          Ptrh2         Zfp180           Cln5        Wbscr16 
##        "97212"       "217057"       "210135"       "211286"             NA 
##         Nup188          Mrps5         Dhrs7b           Selk         Srsf10 
##       "227699"        "77721"       "216820"             NA        "14105" 
##        Tmem101          Spcs3         Rpp25l          Yif1b          Cops3 
##        "76547"        "76687"        "69961"        "77254"        "26572" 
##          Pomt1         Gnpda1          Gstz1           Tfpt        Prpf40a 
##        "99011"        "26384"        "14874"        "69714"        "56194" 
##          Ap1g2         Otud6b         Gemin4       Dync1li1  0610009B22Rik 
##        "11766"        "72201"       "276919"       "235661"        "66050" 
##            Asl        Hsd11b1            Auh           Nktr          Anxa4 
##       "109900"        "15483"        "11992"        "18087"        "11746" 
##          Fkbp8            Ecd           Sra1           Irf9          Nupl1 
##        "14232"        "70601"        "24068"        "16391"        "71844" 
##           Atf7        Sertad3       Secisbp2         Chmp4b          Klhl5 
##       "223922"       "170742"        "75420"        "75608"        "71778" 
##        Lrrfip1          Mapk9        B4galt7          Cept1        Htatsf1 
##        "16978"        "26420"       "218271"        "99712"        "72459" 
##         Gemin2           Zfp1          Pfdn4        Fam118b          Elof1 
##        "66603"        "22640"       "109054"       "109229"        "66126" 
##          Sap25            Hgs          Rnf41          Rbm17          Ring1 
##       "751865"        "15239"        "67588"        "76938"        "19763" 
##          Rab6a          Vamp2          Qsox1          Sfxn1       Aasdhppt 
##        "19346"        "22318"       "104009"        "14057"        "67618" 
##           Wdr8        Pacsin2           Pnkp           Aco2           Eaf1 
##             NA        "23970"        "59047"        "11429"        "74427" 
##           Imp4        Eif2s3y          Acin1         Cnot11           Rbfa 
##        "27993"        "26908"        "56215"        "52846"        "68731" 
##         Galnt2          Exoc4          Dcakd          Rad50           Odf2 
##       "108148"        "20336"        "68087"        "19360"        "18286" 
##        Tmem39b          Zfp53          Pacs2           Tbcc        Tmem115 
##       "230770"        "24132"       "217893"        "72726"        "56395" 
##          Dhx30          Ttc32          Celf1         Mrps27         Cpsf3l 
##        "72831"        "75516"        "13046"       "218506"             NA 
##          Pcmt1           Pdk1          Pelp1         Dnajc2          Myadm 
##        "18537"       "228026"        "75273"        "22791"        "50918" 
##          Nipa2        Smpdl3a          Cdc16        Tmem30a          Grsf1 
##        "93790"        "57319"        "69957"        "69981"       "231413" 
##         Mrpl50          Med22          Eif2d            Fyn          Dmap1 
##        "28028"        "20933"        "16865"        "14360"        "66233" 
##         Sephs2        Dnttip2          Tial1         Eif4e2       D2Wsu81e 
##        "20768"        "99480"        "21843"        "26987"             NA 
##         Arpc1b       Aurkaip1           Pnkd         Tomm22          Cwc27 
##        "11867"        "66077"        "56695"       "223696"        "67285" 
##           Gnb2          Surf2         B3gat3           Bdh1          Ifi47 
##        "14693"        "20931"        "72727"        "71911"        "15953" 
##           Tle3           Dis3         Akt1s1           Ptma           Brap 
##        "21887"        "72662"        "67605"        "19231"        "72399" 
##         Dcaf11           Sdha  2310011J03Rik        Dnajb12      Mapk1ip1l 
##        "28199"        "66945"        "66374"        "56709"       "218975" 
##          Stk25          Scrib           Usp7         Hnrnpu           Nfx1 
##        "59041"       "105782"       "252870"        "51810"        "74164" 
##          Ywhaq          Cep55        Mid1ip1        Pdcd6ip       Mapkapk2 
##        "22630"        "74107"        "68041"        "18571"        "17164" 
##          Rab18           Swi5          Pcbp1          Mrps9           Gle1 
##        "19330"        "72931"        "23983"        "69527"        "74412" 
##          Ints9        Plekhf2         Actr1b           Arl3         Map2k5 
##       "210925"        "71801"       "226977"        "56350"        "23938" 
##           Mdh1       AI506816          Prdx4         Golga7         Triap1 
##        "17449"       "433855"        "53381"        "57437"        "69076" 
##            Ide         Ndufs5        Apobec3        Slc29a3         Ptpn11 
##        "15925"       "595136"        "80287"        "71279"        "19247" 
##         Pcp4l1          Apex2         Cnppd1           Ipo4           Ttc1 
##        "66425"        "77622"        "69171"        "75751"        "66827" 
##          Rnf11         Isoc2a         Tspan5           Erc1         Dtnbp1 
##        "29864"       "664994"        "56224"       "111173"        "94245" 
##          Ddx23         Erich1          Med10          Arl10           Msh3 
##        "74351"       "234086"        "28077"        "56795"        "17686" 
##          Pcgf3           Mzt1            Tsn          Prkci           Selo 
##        "69587"        "76789"        "22099"        "18759"             NA 
##        Tmem128        Ccdc28a         Zfp944           Sos2           Hus1 
##        "66309"       "215814"       "319615"        "20663"        "15574" 
##          Mon1a  0610010K14Rik           Skp2          Mier2          Rbm43 
##        "72825"       "104457"        "27401"        "70427"        "71684" 
##         Smndc1        Fastkd2         Lrrc8b         Dolpp1         Sema4d 
##        "76479"        "75619"       "433926"        "57170"        "20354" 
##       Tmem176b        Tbl1xr1          Cherp          Pde7a            Vcp 
##        "65963"        "81004"        "27967"        "18583"       "269523" 
##            Mvk          Rad17         Trmt11        Tsc22d1          Umad1 
##        "17855"        "19356"        "73681"        "21807"    "100036521" 
##           Pms2           Alg9         Mrps17          Siah2       Nfatc2ip 
##        "18861"       "102580"        "66258"        "20439"        "18020" 
##          Acox1          Tcea1           Chp1         Mrpl41          Zmiz2 
##        "11430"        "21399"        "56398"       "107733"        "52915" 
##          Aaed1          Tstd3           Chka           Poli        Prkrip1 
##             NA        "77032"        "12660"        "26447"        "66801" 
##          Tnip1         Pik3r2  5031439G07Rik          Kat2a          Nedd1 
##        "57783"        "18709"       "223739"        "14534"        "17997" 
##         Cd3eap        Ccdc132           Cltc         Zfand5          Bcl7c 
##        "70333"             NA        "67300"        "22682"        "12055" 
##        Tmem201        Bcl2l11          Tmco4          Rngtt          Ubxn8 
##       "230917"        "12125"        "77056"        "24018"       "108159" 
##           Bmyc        Ldlrad3        B4galt3         Lsm14a         Vps37b 
##       "107771"       "241576"        "57370"        "67070"       "330192" 
##           Dph1          Btaf1        Slc35a1           Ext1         Nup155 
##       "116905"       "107182"        "24060"        "14042"       "170762" 
##          Thoc3           Tab1           Elp2         Ppp6r2          Pex16 
##        "73666"        "66513"        "58523"        "71474"        "18633" 
##         Mad2l2            Lbr        Polr3gl         Ctdspl  1810037I17Rik 
##        "71890"        "98386"        "69870"        "69274"        "67704" 
##  Synj2bp-cox16          Akip1         Tm7sf3        Ppp1r37           Tob1 
##             NA        "57373"        "67623"       "232947"        "22057" 
##          Hdac6          Dock1          Ampd3           Rrp8         Mrpl57 
##        "15185"       "330662"        "11717"       "101867"        "67840" 
##           Opa3      D8Ertd82e          Mmgt1          Utp20          Lztr1 
##       "403187"             NA       "236792"        "70683"        "66863" 
##         Gimap8           Coq5           Ctc1           Pstk          Eif1a 
##       "243374"        "52064"        "68964"       "214580"        "13664" 
##         Rnasel         Tmem33         Inpp5b  3300005D01Rik          Mmgt2 
##        "24014"        "67878"        "16330"        "78512"       "216829" 
##          Rpp14          Dusp7           Ogfr        Cwf19l2        Ciapin1 
##        "67053"       "235584"        "72075"       "244672"       "109006" 
##          Fars2          Puf60           Nip7          Cdc23            Mff 
##        "69955"        "67959"        "66164"        "52563"        "75734" 
##          Rbm25          Papd4          Spcs1        Msantd4            Kin 
##        "67039"             NA        "69019"        "78100"        "16588" 
##         Commd5          Sec13         Sppl2a          Tada1         Topors 
##        "66398"       "110379"        "66552"        "27878"       "106021" 
##         Pphln1           Bri3          Plin2         Mfsd10           Pin4 
##       "223828"        "55950"        "11520"        "68294"        "69713" 
##  4933439C10Rik         Tcerg1           Rnh1          Cyth4         Zranb2 
##        "74476"        "56070"       "107702"        "72318"        "53861" 
##        Dennd4a  2610001J05Rik        Trappc1         Pgrmc2         Tagap1 
##       "102442"             NA       "245828"        "70804"       "380608" 
##           Arl1           Utp6        Cnep1r1        Zdhhc16         Manbal 
##       "104303"       "216987"       "382030"        "74168"        "69161" 
##           Tpm4           Emc4         Sapcd1          Ints5         R3hdm1 
##       "326618"        "68032"        "78376"       "109077"       "226412" 
##         Mrpl39         Man2c1         Capza2        Arhgap1       Xrcc6bp1 
##        "27393"        "73744"        "12343"       "228359"             NA 
##        Adprhl2         Gm5801           Usp3         Arid1b        Fam120a 
##             NA       "545056"       "235441"       "239985"       "218236" 
##           Rinl          Snx12           Adar         Cdkn2c          Smad1 
##       "320435"        "55988"        "56417"        "12580"        "17125" 
##          Abca1          Rab14          Suz12          Trmt6            Dld 
##        "11303"        "68365"        "52615"        "66926"        "13382" 
##         Zdhhc6         Map3k4           Ensa          Dkkl1  1110038F14Rik 
##        "66980"        "26407"        "56205"        "50722"       "117171" 
##        Sec61a1          Spsb4         Clptm1         Tcf7l1          Rbck1 
##        "53421"       "211949"        "56457"        "21415"        "24105" 
##          Ewsr1          Cpsf4         Zfp422         Arrdc1          Cndp2 
##        "14030"        "54188"        "67255"       "215705"        "66054" 
##         Hectd1          Irgm1          Rabl6           Med4          Cpsf6 
##       "207304"        "15944"       "227624"        "67381"       "432508" 
##       Snord15a         Ube2g2           Glul          Glrx3          Nacc1 
##       "449630"        "22213"        "14645"        "30926"        "66830" 
##           Klc1           Art4          Aifm1          Phgdh         Tex261 
##        "16593"       "109978"        "26926"       "236539"        "21766" 
##           Sys1           Iscu           Cdk6          Ptpn2         Ino80e 
##        "66460"        "66383"        "12571"        "19255"       "233875" 
##           Lars         Ppp1cb           Ncf2  6030458C11Rik         Mapre1 
##       "107045"        "19046"        "17970"        "77877"        "13589" 
##           Dpm2         Utp11l          Wdr77           Uck2           Ogdh 
##        "13481"             NA        "70465"        "80914"        "18293" 
##         Sucla2          Dctn5            Esd           Wbp2         Capns1 
##        "20916"        "59288"        "13885"        "22378"        "12336" 
##           Rpf1           Mtpn         H2-T22           Ngdn        Rps6ka1 
##        "70285"        "14489"        "15039"        "68966"        "20111" 
##           Dpm3         Golph3          Mpdu1           Uba1        Tmem50a 
##        "68563"        "66629"        "24070"        "22201"        "71817" 
##          Strap          Otub1           Cbx1            Lbh        Gm12238 
##        "20901"       "107260"        "12412"        "77889"    "100303747" 
##          Wbp11        Tmem234         Tm9sf2           Frg1          H2-T9 
##        "60321"        "76799"        "68059"        "14300"        "15051" 
##          Abce1         Rnf214           Mfn1          Wdr53         Cep104 
##        "24015"       "235315"        "67414"        "68980"       "230967" 
##         Hspb11         Sergef        Timmdc1         Faap24          Cnih4 
##        "72938"        "27414"        "76916"       "101831"        "98417" 
##         Fbxo42          Vars2         Zfp942          Apba3        Slc33a1 
##       "213499"        "68915"        "73233"        "57267"        "11416" 
##          Dtwd1       BC017158        Fam149b         Zfp800         Supt4a 
##        "69185"             NA       "105428"       "627049"        "20922" 
##       AB124611          Rell1        Ndufaf6           Cog1           Tti1 
##       "382062"       "100532"        "76947"        "16834"        "75425" 
##           Pdhx           Klc4          Acbd5           Dph3          Sclt1 
##        "27402"        "74764"        "74159"       "105638"        "67161" 
##        Tomm40l         Hmgxb4           Peo1          Sf3b2         Mettl4 
##       "641376"        "70823"             NA       "319322"        "76781" 
##            Atm           Tprn           Lin9        Rps6ka4          Dhdds 
##        "11920"        "97031"        "72568"        "56613"        "67422" 
##          Zfpl1       Epm2aip1         Tmem29         Acvr1b            Agk 
##        "81909"        "77781"       "382245"        "11479"        "69923" 
##        Ndufaf1          Haus6          Map1s            Mtr         Zbtb25 
##        "69702"       "230376"       "270058"       "238505"       "109929" 
##          Malt1         Wdyhv1          Znfx1           Aar2          Thoc1 
##       "240354"        "76773"        "98999"        "68295"       "225160" 
##  C030006K11Rik         Tsen54         Zfp771          Cecr5  2010012O05Rik 
##       "223665"        "76265"       "244216"             NA             NA 
##        Dnajc24           Spen           Arf4         Rnf157       Casp8ap2 
##        "99349"        "56381"        "11843"       "217340"        "26885" 
##          Fubp3          Bbip1  A930005H10Rik           Tyk2  2310009B15Rik 
##       "320267"    "100503572"        "68161"        "54721"        "69549" 
##          Mocs2        Slc35c1           Cog4         Erlin2            Xpa 
##        "17434"       "228368"       "102339"       "244373"        "22590" 
##          Susd3           Naf1           Ccnc         Pknox1         Cops7b 
##        "66329"       "234344"        "51813"        "18771"        "26895" 
##           Nit2         Polr3b         Zfp410          Senp2          Rpap3 
##        "52633"        "70428"        "52708"        "75826"        "71919" 
##          Csde1           Ago2          Pdpk1           Lias         Lrrc45 
##       "229663"       "239528"        "18607"        "79464"       "217366" 
##        Rps6kb2          Abcb7         Metap1          Pus10           Pop4 
##        "58988"        "11306"        "75624"        "74467"        "66161" 
##        St3gal1          Rrp12       Arhgap21  1600020E01Rik           Spg7 
##        "20442"       "107094"        "71435"        "72012"       "234847" 
##          Dhx40           Nrf1          Nudt2           Gde1           Polh 
##        "67487"        "18181"        "66401"        "56209"        "80905" 
##         Tmem11           Sik3         Crnkl1          Nr3c1          Fam21 
##       "216821"        "70661"        "66877"        "14815"             NA 
##        Mpv17l2           Rtcb          Wipi2           Il33          Ube2k 
##       "234384"        "28088"        "74781"        "77125"        "53323" 
##           Relt         Zfp622          Smim8         Stat5b         Map3k7 
##       "320100"        "52521"        "66291"        "20851"        "26409" 
##         Slc9a7           Chkb         Polr1a          Snx25           Ccnh 
##       "236727"        "12651"        "20019"       "102141"        "66671" 
##           Crbn        Wbscr22          Tex30          Kpna3          Msto1 
##        "58799"             NA        "75623"        "16648"       "229524" 
##          Med14            Nf2  1810032O08Rik          Aggf1           Drg2 
##        "26896"        "18016"             NA        "66549"        "13495" 
##           Bms1            Tfg         Ube2r2       Arhgap27         Zcchc6 
##       "213895"        "21787"        "67615"       "544817"             NA 
##         Gramd3           Ten1          Pcif1           Smu1          Lasp1 
##       "107022"        "69535"       "228866"        "74255"        "16796" 
##          Sar1b          Crtc3         Ndufa2           Gltp          Gm561 
##        "66397"        "70461"        "17991"        "56356"             NA 
##         Hpcal1         Mrpl32        Smarcc2          Tiam1           Lsm5 
##        "53602"        "75398"        "68094"        "21844"        "66373" 
##           Cul1           Tlk1           Rheb         Nt5c3b          Zfp91 
##        "26965"       "228012"        "19744"        "68106"       "109910" 
##         Prpf4b  2310036O22Rik        Slc19a1         Smim11          H2afy 
##        "19134"             NA        "20509"        "68936"             NA 
##         Bclaf1          Vps25         Nfkbia           Nxf1           Lsm8 
##        "72567"        "28084"        "18035"        "53319"        "76522" 
##          Pfdn5          Clcf1          Abcg1           Ei24          Timm9 
##        "56612"        "56708"        "11307"        "13663"        "30056" 
##            Sf1          H2afv          Vezf1        Tcp11l2        Dcun1d5 
##        "22668"             NA        "22344"       "216198"        "76863" 
##           H1fx           Pelo           Atf4          Zfp36          Sepw1 
##             NA       "105083"        "11911"        "22695"             NA 
##           Myh9  2010107E04Rik           Nono         Atp1b3          Atp5j 
##        "17886"             NA        "53610"        "11933"        "11957" 
##       Map1lc3b           Msra           Sub1           Coa3          Emc10 
##        "67443"       "110265"        "20024"        "52469"        "69683" 
##        Tomm70a          Nsmaf          Senp6           Srp9           Cdk9 
##        "28185"        "18201"       "215351"        "27058"       "107951" 
##        Slc35b1         Fbxo11           E2f2          Cxxc1          Baz1a 
##       "110172"       "225055"       "242705"        "74322"       "217578" 
##        Adipor2          Sf3a1          Cnot3         Ctdsp1          Ube2z 
##        "68465"        "67465"       "232791"       "227292"       "268470" 
##          Rbm10           Hira          Thoc5          Ap2a1       Atp6v1c1 
##       "236732"        "15260"       "107829"        "11771"        "66335" 
##          Gna13           Pigu         Anapc1            Rb1         Ino80c 
##        "14674"       "228812"        "17222"        "19645"       "225280" 
##         Psmd10           Tbcd          Hsph1       Tmem229b         Ccdc25 
##        "53380"       "108903"        "15505"       "268567"        "67179" 
##         Pdzd11         Ndufb4         Rcbtb1          Tceb3           Nop9 
##        "72621"        "68194"        "71330"             NA        "67842" 
##       Arhgap17         Ubald1          Stk26         Sssca1           Pcnp 
##        "70497"       "207740"        "70415"             NA        "76302" 
##           Gps1         Lsm14b           Ctr9          Twsg1  1500011B03Rik 
##       "209318"       "241846"        "22083"        "65960"        "66236" 
##          Znrf2           Tmc8          Sugp1           Ncln           Ipmk 
##       "387524"       "217356"        "70616"       "103425"        "69718" 
##           Rab9           Toe1         Unc119  2210016L21Rik          Yars2 
##        "56382"        "68276"        "22248"        "72357"        "70120" 
##         Rnf111          Dctn4         Zfp277           Aatf         Zcchc9 
##        "93836"        "67665"       "246196"        "56321"        "69085" 
##          Ascc2         Hdac10           Junb          Prmt3          Med19 
##        "75452"       "170787"        "16477"        "71974"       "381379" 
##          Zadh2          Myef2          Med16           Taf1         Samsn1 
##       "225791"        "17876"       "216154"       "270627"        "67742" 
##          Ubl4a         Sap30l        L3mbtl2       Tmem126a         Atpaf2 
##        "27643"        "50724"       "214669"        "66271"       "246782" 
##          Sgms1         Exosc4           Tmx2         Gtf2h3          Itpr1 
##       "208449"       "109075"        "66958"       "209357"        "16438" 
##          Cox18           Pgs1           Helb          Calm3         Fndc3a 
##       "231430"        "74451"       "117599"        "12315"       "319448" 
##           Rnmt            Sla       Tmem184b          Tdrd3           Pja1 
##        "67897"        "20491"       "223693"       "219249"        "18744" 
##          Cep85           Ice2           Pwp2           Adh5           Alg1 
##        "70012"        "93697"       "110816"        "11532"       "208211" 
##          Nol10         Hmbox1     St6galnac4           Krr1          Jade1 
##       "217431"       "219150"        "20448"        "52705"       "269424" 
##          Spag9          Thap4          Thtpa          Utp15           Xpo4 
##        "70834"        "67026"       "105663"       "105372"        "57258" 
##          Fbxw4         Srsf11          Mtfmt           Alg3          Zfp51 
##        "30838"        "69207"        "69606"       "208624"        "22709" 
##         Cnrip1           Srrd         Swap70         Stxbp3           Cd22 
##       "380686"        "70118"        "20947"        "20912"        "12483" 
##         Pou2f2       Slc25a23         Zfp687          Cisd1          Gmppa 
##        "18987"        "66972"        "78266"        "52637"        "69080" 
##       Gltscr1l         Pet100          Gpr89         Zfp952          Rab10 
##             NA    "100503890"        "67549"       "240067"        "19325" 
##          Dhrs7          Tlcd2          Ascc3         Zfp871          Ahsa2 
##        "66375"       "380712"        "77987"       "208292"       "268390" 
##            Nln          Sp140         Yeats4         Gtpbp3         Retsat 
##        "75805"       "434484"        "64050"        "70359"        "67442" 
##          Tmub1          Lpar5           Tcta         N6amt1           Orc3 
##        "64295"       "381810"       "102791"        "67768"        "50793" 
##        Fam219b            Kiz         Mettl8          Ocel1           Gnb1 
##        "78323"       "228730"       "228019"        "77090"        "14688" 
##         Zc3h15       Slc25a22          Cep78          Xndc1           Actb 
##        "69082"        "68267"       "208518"    "102443350"        "11461" 
##         Gm5111          Abca2         Mthfsd         Sema3g         Znhit6 
##       "330305"        "11305"       "234814"       "218877"       "229937" 
##          Stim2         Brms1l          Yipf2         Ccdc86  1190002N15Rik 
##       "116873"        "52592"        "74766"       "108673"             NA 
##          Tram1            Cpq  1110065P20Rik  A830080D01Rik  5730408K05Rik 
##        "72265"        "54381"        "68920"             NA        "67531" 
##          Hdac5            Chm          Rps27       BC064078           Maea 
##        "15184"        "12662"        "57294"       "408064"        "59003" 
##          Bend5          Ptprs          Vps28        Tnfaip1           Cstb 
##        "67621"        "19280"        "66914"        "21927"        "13014" 
##       Mapkapk3           Fis1          Ifi30           Qrfp          Baz1b 
##       "102626"        "66437"        "65972"       "227717"        "22385" 
##           Hypk          Stau2         Igfbp4         Snhg12          Tmed9 
##        "67693"        "29819"        "16010"    "100039864"        "67511" 
##         Inpp5k          Hcfc1         Rnf181        Tspan15           Ssr3 
##        "19062"        "15161"        "66510"        "70423"        "67437" 
##           Top1         Ptpn18         Pgrmc1          Psmd8           Ugcg 
##        "21969"        "19253"        "53328"        "57296"        "22234" 
##         Gpcpd1           Sbds          Acsl1         Scand1        Smarce1 
##        "74182"        "66711"        "14081"        "19018"        "57376" 
##          Tnpo3        Skiv2l2        Plekhj1         Gtf2e2          Larp1 
##       "320938"             NA        "78670"        "68153"        "73158" 
##           Wdr6  2310009A05Rik          Setd3          Ift20           Tsr1 
##        "83669"             NA        "52690"        "55978"       "104662" 
##          Hipk1         Arglu1            Msn          Pgam5          Tm2d2 
##        "15257"       "234023"        "17698"        "72542"        "69742" 
##           Scp2           Pigx        Thumpd1          Wdr75        Abhd17b 
##        "20280"        "72084"       "233802"        "73674"       "226016" 
##        Csrp2bp         Scamp3         Mrps11        Timm17b         Znhit1 
##             NA        "24045"        "67994"        "21855"        "70103" 
##          Bcl9l          Letm1           Ctcf  A730008H23Rik        Ccdc115 
##        "80288"        "56384"        "13018"       "212427"        "69668" 
##         Psenen         Ahctf1         Fam96b          Mat2a           Rnf4 
##        "66340"       "226747"             NA       "232087"        "19822" 
##          Thoc7         Eif4g2          Wdr83          Mrps6         Nup160 
##        "66231"        "13690"        "67836"       "121022"        "59015" 
##         Cfap36           Kat5           Jak2           Apip         Ankle2 
##       "216618"        "81601"        "16452"        "56369"        "71782" 
##         Zfp384         Stard7          Vps41         Thap11           Hsf1 
##       "269800"        "99138"       "218035"        "59016"        "15499" 
##          Srp68          Arpc4          Ints4        Mettl17          Scaf4 
##       "217337"        "68089"       "101861"        "52535"       "224432" 
##          Mcfd2       Mapkapk5        Fam207a           Amfr     D10Wsu102e 
##       "193813"        "17165"       "108707"        "23802"             NA 
##         Map7d1        Tmem248         Lypla1         Dcaf13         Zfp740 
##       "245877"        "71667"        "18777"       "223499"        "68744" 
##            Jtb           Nfyc          Smim7          Ddx20         Fbxl19 
##        "23922"        "18046"        "66818"        "53975"       "233902" 
##  9430015G10Rik         Rnf115         Tsen15           Blmh        Commd10 
##       "230996"        "67845"        "66637"       "104184"        "69456" 
##           Smc5         Bcl11a         Tmbim6         Eif2b3          Sel1l 
##       "226026"        "14025"       "110213"       "108067"        "20338" 
##          Pinx1         Papss1          Ipo13          Mapk1  A230050P20Rik 
##        "72400"        "23971"       "230673"        "26413"             NA 
##          Ccnl2  C330007P06Rik            Zfr           Vav3           Caml 
##        "56036"             NA        "22763"        "57257"        "12328" 
##          Fem1a         Mettl2        Tmem138           Rtn4         Kcnab2 
##        "14154"        "52686"        "72982"        "68585"        "16498" 
##         Cep192          Tceb1         Golga4         Zfp266  1700021F05Rik 
##        "70799"             NA        "54214"        "77519"             NA 
##           Xrn1          Enkd1         Homer3        Atg16l1          Sbno2 
##        "24127"       "102124"        "26558"        "77040"       "216161" 
##         Cdkal1         Osbpl2           E2f6         Cdadc1          Med28 
##        "68916"       "228983"        "50496"        "71891"        "66999" 
##           Skil         Mtmr12          Ndst2          Acot8          Ap3m1 
##        "20482"       "268783"        "17423"       "170789"        "55946" 
##           Amd2           Lcp1           Ate1          Zmym3         Camkk2 
##    "100041585"        "18826"        "11907"        "56364"       "207565" 
##           Mib1          Taf4a           Bap1          Ube2n          Setd2 
##       "225164"             NA       "104416"        "93765"       "235626" 
##         Kansl2          Ap4m1          Aamdc         Fam98b          Ifrd1 
##        "69612"        "11781"        "66273"        "68215"        "15982" 
##        Zcchc10         Erlec1           Cmc1           Elp3          Mtif2 
##        "67966"        "66753"        "67899"        "74195"        "76784" 
##            Sp3        Ube2d2a          Aldh2          Lemd2          Desi2 
##        "20687"        "56550"        "11669"       "224640"        "78825" 
##         Atrnl1        Trmt112          Taf10         Wrap53  1200014J11Rik 
##       "226255"        "67674"        "24075"       "216853"             NA 
##          Wdr81          Kpna6          Erdr1          Fopnl          Ltbp4 
##       "192652"        "16650"       "170942"             NA       "108075" 
##         Arfip2        Efcab14        Mettl13         Nfe2l2         Myeov2 
##        "76932"       "230648"             NA        "18024"             NA 
##          Fam3a           Dph2         Prkaca          Cnpy2          Cops8 
##        "66294"        "67728"        "18747"        "56530"       "108679" 
##         Glt8d1          Atrip          Smim3           Vapb           Napg 
##        "76485"       "235610"       "106878"        "56491"       "108123" 
##           Det1          Rbm19        Elmsan1           Mri1         Pdik1l 
##        "76375"        "74111"             NA        "67873"       "230809" 
##          Atxn2          Elmo2          Nucb2          Ddx28          Mccc2 
##        "20239"       "140579"        "53322"        "71986"        "78038" 
##           Chd1        Lamtor5   LOC100504703         Nufip1          Hsh2d 
##        "12648"        "68576"             NA        "27275"       "209488" 
##          Lmtk2         Ociad1          Dhx35         Fbxo45          Lamp2 
##       "231876"        "68095"        "71715"       "268882"        "16784" 
##         Arrdc3          Dusp5          Ap5m1         Gtf2f2          Usp36 
##       "105171"       "240672"        "74385"        "68705"        "72344" 
##          N4bp1            Htt          Tdrd7          Pusl1         Dpysl2 
##        "80750"        "15194"       "100121"       "433813"        "12934" 
##         Snrpb2         Ccdc59            Gns        Smarcd1         Chrac1 
##        "20639"        "52713"        "75612"        "83797"        "93696" 
##           Dctd         Gatad1         Clns1a          Dctn6         Prpf31 
##       "320685"        "67210"        "12729"        "22428"        "68988" 
##        Filip1l          Tacc1           Ugp2         Zfp207         Nsfl1c 
##        "78749"       "320165"       "216558"        "22680"       "386649" 
##          Taok3  B230219D22Rik          Acvr1           Clta         Man1b1 
##       "330177"        "78521"        "11477"        "12757"       "227619" 
##           Grk6           Snw1          Ccdc9           Msl3  6430706D22Rik 
##        "26385"        "66354"       "243846"        "17692"        "78605" 
##        Aspscr1       Ppp1r12c          Kpna1          Ccar1          Stk16 
##        "68938"       "232807"        "16646"        "67500"        "20872" 
##         Adam17           Nek7         Ptdss1         Map2k2           Atl3 
##        "11491"        "59125"        "19210"        "26396"       "109168" 
##         Trafd1          l7Rn6           Atg5          Foxo3        Timm17a 
##       "231712"             NA        "11793"        "56484"        "21854" 
##         Alkbh5          Trpm7           Msh5          Pygo2        Tbc1d15 
##       "268420"        "58800"        "17687"        "68911"        "66687" 
##           Llph           Dera          Cyth2          Dapk3           Yrdc 
##        "66225"       "232449"        "19158"        "13144"       "230734" 
##         Mical1          Txlna  9030624J02Rik           Sfpq          Med15 
##       "171580"       "109658"             NA        "71514"        "94112" 
##          Tusc3           Gga1          Pmpca         Ptp4a2          Tapbp 
##        "80286"       "106039"        "66865"        "19244"        "21356" 
##          Ttc13         Trmt2a       Eif4ebp2        Dennd1c          Vps72 
##       "234875"        "15547"        "13688"        "70785"        "21427" 
##          Rasa1           Purb           Kat8        Plekhb2           Sdf4 
##       "218397"        "19291"        "67773"       "226971"        "20318" 
##          Fbxl3          Evi2a         Immp1l         Setd1a         Pagr1a 
##        "50789"        "14017"        "66541"       "233904"        "67278" 
##           Esf1           Ppif        Tmem219        Hsp90b1        Tmem251 
##        "66580"       "105675"        "68742"        "22027"       "320351" 
##          Psmg4          Flot2           Paf1           Etv6           Rce1 
##        "69666"        "14252"        "54624"        "14011"        "19671" 
##         R3hcc1           Nom1          Pcid2         Golim4         Mrpl24 
##        "71843"       "433864"       "234069"        "73124"        "67707" 
##          Egln1       Trappc13          Ctdp1          Usp21       Slc25a28 
##       "112405"        "66975"        "67655"        "30941"       "246696" 
##          Srek1           Rtca           Hadh            Ipp          Tfap4 
##       "218543"        "66368"        "15107"        "16351"        "83383" 
##          Mnat1           Rgl1         Zfp106         Cgrrf1          Copg1 
##        "17420"        "19731"        "20402"        "68755"        "54161" 
##           Pmf1          Rab2a  0610037L13Rik        Lamtor3          Ube3c 
##        "67037"        "59021"             NA        "56692"       "100763" 
##         Afg3l1        Sdccag3          Ap1s3            Sp2          Ip6k2 
##       "114896"             NA       "252903"        "78912"        "76500" 
##         Ccdc43         Cacfd1          Mms19        Tmem199        Eif2s3x 
##        "52715"       "381356"        "72199"       "195040"        "26905" 
##         Zc3h10     D8Ertd738e         Actr1a         Polr3c          Spag7 
##       "103284"       "101966"        "54130"        "74414"       "216873" 
##         Tmsb10          Hiat1          Endou          Naa60          Mrpl9 
##        "19240"             NA        "19011"        "74763"        "78523" 
##        Sh3bp5l          Zrsr2         Champ1          Ermp1         Fbxo21 
##        "79566"        "22184"       "101994"       "226090"       "231670" 
##          Serhl           Dph6           Rtp4          Zc3h4          Afap1 
##        "68607"        "66632"        "67775"       "330474"        "70292" 
##           Suco        Slc10a7           Asun  D230025D16Rik         Fam53c 
##       "226551"        "76775"             NA             NA        "66306" 
##         Timm22        Fam178a          Pde1b          Brms1          Rbms1 
##        "56322"             NA        "18574"       "107392"        "56878" 
##        Caprin1           Got1         Zfp644          Actr6           Nt5m 
##        "53872"        "14718"        "52397"        "67019"       "103850" 
##        Prpf38b        Fam168a         Gemin5          Ptcd3      D6Wsu163e 
##        "66921"       "319604"       "216766"        "69956"        "28040" 
##         Mrps33        Supv3l1          Uchl1         Ifnar1          Hddc3 
##        "14548"       "338359"        "22223"        "15975"        "68695" 
##       BC003331        Atp6v1f          Etfdh           Elf4          Prpf4 
##             NA        "66144"        "66841"        "56501"        "70052" 
##         Abhd12        Hmgcll1          Aph1a        Csnk2a2            Bid 
##        "76192"       "208982"       "226548"        "13000"        "12122" 
##        Atxn7l1           Ciz1          Hint3          Paip2        Kbtbd11 
##       "380753"        "68379"        "66847"        "67869"        "74901" 
##            Tes           Cdk5       Tmem120a           Calu          Mapk7 
##        "21753"        "12568"       "215210"        "12321"        "23939" 
##          Mief1           Ctu2         Prpf18          Rab35          Ercc3 
##       "239555"        "66965"        "67229"        "77407"        "13872" 
##           Pdpr           Dvl3          Ubap1         Sec23a          Strbp 
##       "319518"        "13544"        "67123"        "20334"        "20744" 
##         Cntrob        Ndufa13          Nup98  1190007I07Rik           Dcp2 
##       "216846"        "67184"       "269966"       "544717"        "70640" 
##        Gm20605          Aebp2          Krit1          Rbm22         Cfap20 
##    "100316903"        "11569"        "79264"        "66810"        "14894" 
##           Parg          Ap1ar        Tmem265          Lnpep          Ift80 
##        "26430"       "211556"    "105180375"       "240028"        "68259" 
##         Cc2d1b           Upf1          Acads  2610002M06Rik         Scarb2 
##       "319965"        "19704"        "11409"        "67028"        "12492" 
##           Guf1         Depdc5         Ints12         Pitpna         Mcoln1 
##       "231279"       "277854"        "71793"        "18738"        "94178" 
##           Atf6           Iws1           Dnlz           Ddi2            Ltk 
##       "226641"        "73473"        "52838"        "68817"        "17005" 
##         Il10ra         Abracl        Slc35c2           Smg5          Ddx31 
##        "16154"        "73112"       "228875"       "229512"       "227674" 
##          Tmem9           Btrc        Nr2c2ap           Bcl2           Phf6 
##        "66241"        "12234"        "75692"        "12043"        "70998" 
##           Pigo         Pinlyp           Tmf1           Rrp1           Cyba 
##        "56703"       "641361"       "232286"        "18114"        "13057" 
##           Elf2           Pwp1          Cep97          H2-Bl          Ap4s1 
##        "69257"       "103136"        "74201"        "14963"        "11782" 
##          Itm2b           Sde2           Ier5          Nfkb1           Bin3 
##        "16432"       "208768"        "15939"        "18033"        "57784" 
##           Nrd1           Nol6         Ahcyl2          Uimc1          Sesn3 
##       "230598"       "230082"        "74340"        "20184"        "75747" 
##       Epb4.1l2       Fam160b1          Dnah8        Synj2bp           Sfr1 
##             NA             NA        "13417"        "24071"        "67788" 
##          Brpf1        Sec23ip          Mtmr9          Lin37          Iigp1 
##        "78783"       "207352"       "210376"        "75660"        "60440" 
##          Atp9a          Mrps2           Atf2          Sart3         Sec11a 
##        "11981"       "118451"        "11909"        "53890"        "56529" 
##        Hnrnph2        Atp13a1         Tagln2          Ube4b         Tysnd1 
##        "56258"       "170759"        "21346"        "63958"        "71767" 
##        Tbc1d9b         Apopt1         Cluap1          Ddx56        Slc15a4 
##        "76795"             NA        "76779"        "52513"       "100561" 
##          Vps4a          Rab1b         Rnf220           Ldb1          Phtf1 
##       "116733"        "76308"        "66743"        "16825"        "18685" 
##          Mknk1          Ggta1          Parp9          Cox14           Dbnl 
##        "17346"        "14594"        "80285"        "66379"        "13169" 
##        Snrnp48          Taf1b          H2-Q1          Vps51          Crls1 
##        "67797"        "21340"        "15006"        "68505"        "66586" 
##           Nfyb           Uba3           Kxd1          Arpc3          Ttc9c 
##        "18045"        "22200"        "75620"        "56378"        "70387" 
##          Pcsk7         Letmd1          Haus3        Exosc10          Sart1 
##        "18554"        "68614"       "231123"        "50912"        "20227" 
##          G3bp2  9430016H08Rik        Ccdc88c          Zfp35          Casp2 
##        "23881"             NA        "68339"        "22694"        "12366" 
##       Dync1li2         Adgre5         Actr10          Mrgbp          Ntmt1 
##       "234663"        "26364"        "56444"        "73247"        "66617" 
##          Dhx38           Rrs1        Snora44           Cklf           Ccnk 
##        "64340"        "59014"    "100217418"        "75458"        "12454" 
##           Usp8          Ccar2           Usb1         Zfc3h1         Cirh1a 
##        "84092"       "219158"       "101985"       "216345"             NA 
##          Surf1           Prcc          Insl6         Galnt3          Snhg6 
##        "20930"        "94315"        "27356"        "14425"        "73824" 
##        Snora28          Sppl3          Actr3           Pag1           Spp1 
##    "100316932"        "74585"        "74117"        "94212"        "20750" 
##          Ubxn4         Heatr1          Cyb5b           Tmx4           Dhx9 
##        "67812"       "217995"        "66427"        "52837"        "13211" 
##          Cep44           Ncdn          Hars2         Gimap9         Chst12 
##       "382010"        "26562"        "70791"       "317758"        "59031" 
##  4930453N24Rik        Poldip3         Mmadhc  2810474O19Rik        Slc39a9 
##        "67609"        "73826"       "109129"             NA       "328133" 
##          Pxmp4         Cobll1          Phf20          Plod3          Mex3b 
##        "59038"       "319876"       "228829"        "26433"       "108797" 
##       Suv420h2         Gtf3c6          Abcd3          Psmg2         Pet117 
##             NA        "67371"        "19299"       "107047"    "100048644" 
##          Eva1b  1600012H06Rik           Ykt6          Ubfd1         Nup214 
##       "230752"        "67912"        "56418"        "28018"       "227720" 
##           Rela          Prdm4         Agpat6          Nfrkb          Cntln 
##        "19697"        "72843"             NA       "235134"       "338349" 
##        Dnajc13          Haus2           Pxdn          Clic4       Tnfrsf18 
##       "235567"        "66296"        "69675"        "29876"        "21936" 
##           Dedd         Ppp4r2           Dok1         Polr3e          Praf2 
##        "21945"       "232314"        "13448"        "26939"        "54637" 
##      Hist3h2ba          Snx17         Zfp317          Med24         Malsu1 
##             NA       "266781"       "244713"        "23989"        "75593" 
##       BC023829           Rab7          Gnpat          Rabif           Pfkp 
##             NA        "19349"        "14712"        "98710"        "56421" 
##        Fam195b           Pcca          Tor1b          Ppme1          Senp3 
##             NA       "110821"        "30934"        "72590"        "80886" 
##        Tubgcp5          Pdcl3          Nisch        Tmem218          Gpsm3 
##       "233276"        "68833"        "64652"        "66279"       "106512" 
##           Zeb1          Rbm15         Polrmt          Ube2a         Tmem70 
##        "21417"       "229700"       "216151"        "22209"        "70397" 
##          Snip1        Thumpd3          Frmd8          Caap1          Uqcc1 
##        "76793"        "14911"        "67457"        "67770"        "56046" 
##          Sugp2          Rfxap          Atg2a        Tmem131           Hhex 
##       "234373"       "170767"       "329015"        "56030"        "15242" 
##  2210013O21Rik         Ccdc66         Gtf3c4          Noc3l        Rapgef1 
##             NA       "320234"       "269252"        "57753"       "107746" 
##          Cep70        Tmem165           Glrx        Ankrd10         Tada2b 
##        "68121"        "21982"        "93692"       "102334"       "231151" 
##          Adnp2        Ccdc137        Slc35a2         Bhlhb9           Xpo1 
##       "240442"        "67291"        "22232"        "70237"       "103573" 
##         Spryd4          Ncoa3          Ints2         Hspa13        Rabggta 
##        "66701"        "17979"        "70422"       "110920"        "56187" 
##      Uhrf1bp1l          Adck5          Asb13          Casc3          Kti12 
##        "75089"       "268822"       "142688"       "192160"       "100087" 
##          Pbdc1         Siah1a          Scyl1          Cetn2            Max 
##        "67683"        "20437"        "78891"        "26370"        "17187" 
##          Vps18         Polr3f          Uqcc3           Mtg2           Pon3 
##       "228545"        "70408"       "107197"        "52856"       "269823" 
##      C1galt1c1          Qrsl1         Zfp445         Supt7l          Cspp1 
##        "59048"        "76563"       "235682"        "72195"       "211660" 
##          Med30         Hmgxb3       Arhgap12          Cebpg         Snapc1 
##        "69790"       "106894"        "75415"        "12611"        "75627" 
##         Slc7a6           Relb       Atp6v0d1        Smarca2         Chmp1a 
##       "330836"        "19698"        "11972"        "67155"       "234852" 
##        Tmem260       AI597479        Csnk1g1        Ankrd16           Taf2 
##       "218989"        "98404"       "214897"       "320816"       "319944" 
##        Rhobtb2         Fam69b         Sdhaf3         Qtrtd1         Zc3h13 
##       "246710"             NA        "71238"             NA        "67302" 
##  2410004B18Rik          Herc3           Syf2          Gdap2         Gtf2h2 
##        "66421"        "73998"        "68592"        "14547"        "23894" 
##          Lta4h          Rbm42          Ccdc6           Emc3           Cutc 
##        "16993"        "68035"        "76551"        "66087"        "66388" 
##        Dennd5a           Bfar         Fam63b          Ints8         R3hdm4 
##        "19347"        "67118"             NA        "72656"       "109284" 
##        Twistnb        Rps6kb1          Fancg           Tut1           Agps 
##             NA        "72508"        "60534"        "70044"       "228061" 
##           Trio          Glod4          Cxcr4  4930503L19Rik        Gabarap 
##       "223435"        "67201"        "12767"       "269033"        "56486" 
##         Rwdd4a          Med12            Gsn           Ltn1         Anapc2 
##       "192174"        "59024"       "227753"        "78913"        "99152" 
##          Traf2        Rnaseh1            Ado          Kif5b        Nckap1l 
##        "22030"        "19819"       "211488"        "16573"       "105855" 
##         March6         Scaf11           Wdr1         Plagl2         Larp4b 
##             NA        "72193"        "22388"        "54711"       "217980" 
##           Lyl1         Man2b2          Wdr91         Rnf166           Ubtf 
##        "17095"        "17160"       "101240"        "68718"        "21429" 
##         Atg101        Mir6388           Cby1       Hnrnpul2           Clk2 
##        "68118"    "102465205"        "73739"        "68693"        "12748" 
##        Fam175b          Rbm33           Tdp2         Dynll2          Rbm45 
##             NA       "381626"        "56196"        "68097"       "241490" 
##        Arfgap2        Tubgcp4          Foxp4         Map2k4           Phax 
##        "77038"        "51885"        "74123"        "26398"        "56698" 
##         Dcaf15          Chmp7         Commd7         Sec23b         Ptpn12 
##       "212123"       "105513"        "99311"        "27054"        "19248" 
##          Rhot1          Rab29          Ncstn           Tyw1         Dnajc3 
##        "59040"       "226422"        "59287"       "100929"    "100037258" 
##         Ppp3r1          Pdia4           Taf6        Ppp2r5e          Rbm27 
##        "19058"        "12304"        "21343"        "26932"       "225432" 
##         Cabin1           Gnl2         Tmbim4          Dido1          Larp4 
##       "104248"       "230737"        "68212"        "23856"       "207214" 
##           Nemf          Herc4       Aldh18a1       Cdc42se2          Rsph9 
##        "66244"        "67345"        "56454"        "72729"        "75564" 
##        Fam193b          Wdr37          Terf1          Tex10        Gpalpp1 
##       "212483"       "207615"        "21749"       "269536"        "67467" 
##          Rbm34          Prpf6          Pex19          Strn4         Bcl2l1 
##        "52202"        "68879"        "19298"        "97387"        "12048" 
##       Slc39a11           Nus1         Polr1b         Setdb1        Tax1bp1 
##        "69806"        "52014"        "20017"        "84505"        "52440" 
##         Polr3d          Ddx3x          Tpgs1         Zfp395          Snx19 
##        "67065"        "13205"       "110012"       "380912"       "102607" 
##          Hdac3         Rbm15b          Ttc37          Jagn1         Appbp2 
##        "15183"       "109095"       "218343"        "67767"        "66884" 
##          Sf3b3         Mospd1          Rpap1          Crip1           Pdhb 
##       "101943"        "70380"        "68925"        "12925"        "68263" 
##           Asb8          Tgtp1         Hectd3        Unc119b        Bloc1s6 
##        "78541"        "21822"        "76608"       "106840"        "18457" 
##          Nrde2        Ankrd27          Ehmt1         Prkcsh          Matr3 
##       "217827"       "245886"        "77683"        "19089"        "17184" 
##        Akirin2          Whamm          Fkbp3           Poll          Igsf8 
##       "433693"       "434204"        "30795"        "56626"       "140559" 
##          Asf1a          Ntpcr           Pura  4930579G24Rik         Ndufs4 
##        "66403"        "66566"        "19290"        "75939"        "17993" 
##         Dgcr14           Preb          Pi4kb            Acd          Fhod1 
##             NA        "50907"       "107650"       "497652"       "234686" 
##         Trim44           Dvl2  4833420G17Rik            Ak3        Trmt61a 
##        "80985"        "13543"        "67392"        "56248"       "328162" 
##           Rnf6       Slc25a51         Zfp335          Lman2           Bphl 
##        "74132"       "230125"       "329559"        "66890"        "68021" 
##          Crtc2         Samd4b         Pdxdc1          Eral1          Egln2 
##        "74343"       "233033"        "94184"        "57837"       "112406" 
##         Gtf2h1         Srd5a3          Acbd3         Dnajb1  2900097C17Rik 
##        "14884"        "57357"       "170760"        "81489"             NA 
##        Gm17066           Stam           Msl2           Fiz1          Nelfb 
##             NA        "20844"        "77853"        "23877"        "58202" 
##         Nbeal2          Srp72          Cox19          Dhx29          Susd6 
##       "235627"        "66661"        "68033"       "218629"       "217684" 
##        Tmem134           Hgh1        Dcun1d1        Rasgrp2           Zzz3 
##        "66990"        "59053"       "114893"        "19395"       "108946" 
##        Gripap1           Phc2          Mtmr4          Mark3          Pdia3 
##        "54645"        "54383"       "170749"        "17169"        "14827" 
##        Bloc1s1         Dusp12          Zbed6           Psap           Tmc6 
##        "14533"        "80915"       "667118"        "19156"       "217353" 
##          Smad3         Tsg101       Slc4a1ap         Polr2g          Foxk1 
##        "17127"        "22088"        "20534"        "67710"        "17425" 
##        Wdr83os          Rars2        Zscan26         Ndufb3         Polr3a 
##       "414077"       "109093"       "432731"        "66495"       "218832" 
##         Cfap97           Pim2  2410002F23Rik           Coa5          Cnot6 
##        "66756"        "18715"       "668661"        "76178"       "104625" 
##         Gtf3c3       Trp53rka          Slfn2          Smad5           Nol9 
##        "98488"       "381406"        "20556"        "17129"        "74035" 
##          Plcg2           Rif1          Exoc5         Lysmd3        Pcdhgc3 
##       "234779"        "51869"       "105504"        "80289"        "93706" 
##          Ripk3  E430025E21Rik         Scamp4       Trappc6a          Derl1 
##        "56532"             NA        "56214"        "67091"        "67819" 
##          Ube3b          Dctn1           Chuk          Pptc7          Smad4 
##       "117146"        "13191"        "12675"       "320717"        "17128" 
##         Fam73a          Thop1       BC029722          Zbtb1          Psme4 
##             NA        "50492"       "613262"       "268564"       "103554" 
##          Pmpcb          Itgav          Smpd2           Cbr1        Fam120b 
##        "73078"        "16410"        "20598"        "12408"        "67544" 
##          Nol11         Slc7a7        Ccdc28b         Dusp22          Dhcr7 
##        "68979"        "20540"        "66264"       "105352"        "13360" 
##           Nkap          Stx18          Naa15        Fam122a        Ankrd46 
##        "67050"        "71116"        "74838"        "68034"        "68839" 
##         Trim35           Nbr1          Tbpl1          Ddx52           Tefm 
##        "66854"        "17966"       "237336"        "78394"        "68550" 
##          Galk2          Cox15        Zkscan6          Ap5s1           Emp1 
##        "69976"       "226139"        "52712"        "69596"        "13730" 
##          Hyls1           Uba6          Paip1          Ercc2          Thap3 
##        "76832"       "231380"       "218693"        "13871"        "69876" 
##          Dot1l          Dcaf4           Mavs           Dpp8        Dync1i2 
##       "208266"        "73828"       "228607"        "74388"        "13427" 
##         Dcaf17          Agap2           Raf1         Pik3r5          Zfp81 
##        "75763"       "216439"       "110157"       "320207"       "224694" 
##        Tbc1d13          Elac2          Wdr13          Pole4           Pex2 
##        "70296"        "68626"        "73447"        "66979"        "19302" 
##          Soat1       Mphosph8          Dzip3         Pdcd11        Serinc3 
##        "20652"        "75339"       "224170"        "18572"        "26943" 
##         Ctnnd1          Cox10        Pip4k2b           Phf1          Cwc22 
##        "12388"        "70383"       "108083"        "21652"        "80744" 
##            Aip          Mllt3           Plaa          Rdh11           Mrs2 
##        "11632"        "70122"        "18786"        "17252"       "380836" 
##          Ppp5c          Apool          Med31           Cd55         Rhbdd1 
##        "19060"        "68117"        "67279"        "13136"        "76867" 
##          Gmpr2         Tmem19          Rcor1          Fastk          Mis12 
##       "105446"        "67226"       "217864"        "66587"        "67139" 
##         Rmnd5a          Usp16         Mllt10          Trabd           Pigk 
##        "68477"        "74112"        "17354"        "67976"       "329777" 
##          Tpd52          Vps45           Mtg1  A630001G21Rik           Prcp 
##        "21985"        "22365"       "212508"       "319997"        "72461" 
##       Zmpste24          Pias1          Fcrl1          Spopl          Ercc1 
##       "230709"        "56469"       "229499"        "76857"        "13870" 
##           Tgs1        Dennd6a           Idh2          Hdhd2           Ldah 
##       "116940"       "211922"       "269951"        "76987"        "68832" 
##          Taf13         Zfp219        Ppp2r2d           Parn         Akap10 
##        "99730"        "69890"        "52432"        "74108"        "56697" 
##         Neurl4          Haus7            Nvl            Zyx          Med27 
##       "216860"        "73738"        "67459"        "22793"        "68975" 
##          Parvg           Yaf2         Rassf3           Colq          Ash2l 
##        "64099"        "67057"       "192678"       "382864"        "23808" 
##          Coasy         Diablo         Trim56          Ripk1         Cryzl1 
##        "71743"        "66593"       "384309"        "19766"        "66609" 
##          Trnt1          Qser1          H2-Q9          Birc6          Ikbkb 
##        "70047"        "99003"       "110558"        "12211"        "16150" 
##           Acly         Lmbrd1          Rogdi          Itga4         Ccdc53 
##       "104112"        "68421"        "66049"        "16401"             NA 
##          Cirbp          Btbd1          Crlf3           Copa        Fam134c 
##        "12696"        "83962"        "54394"        "12847"             NA 
##          Rsrc1          Hjurp           Rp2h         Elavl1          Mtmr6 
##        "66880"       "381280"             NA        "15568"       "219135" 
##           Tln1          Snx10          Prosc        Zscan21          Anxa1 
##        "21894"        "71982"             NA        "22697"        "16952" 
##         Mtfr1l  1110008P14Rik        Trmt10c           Mbip  2310067B10Rik 
##        "76824"             NA        "52575"       "217588"             NA 
##         Fam53a         Shkbp1        Ccdc174           Rala          Surf4 
##        "74504"       "192192"       "232236"        "56044"        "20932" 
##         Ptp4a3         Sec22b          Socs4          Galns         Dazap2 
##        "19245"        "20333"        "67296"        "50917"        "23994" 
##           Sbf1          Ccnt1         Thrap3           Nat2          Ampd2 
##        "77980"        "12455"       "230753"        "17961"       "109674" 
##           Brd8           Pigt           Gpn1          Srsf6        Slc35b3 
##        "78656"        "78928"        "74254"        "67996"       "108652" 
##          Itpk1           Dpf2        Ccdc134        Dpy19l4       Srek1ip1 
##       "217837"        "19708"        "76457"       "381510"        "67288" 
##         Timm21          Tgtp2        Slc35e1        Ccdc117          Ccnd2 
##        "67105"    "100039796"       "270066"       "104479"        "12444" 
##          Psen2          Ttc7b         Srgap2       Ralgapa1           Sbk1 
##        "19165"       "104718"        "14270"        "56784"       "104175" 
##         Rnf19b          Irak4           Smg8          Cnot4          Ylpm1 
##        "75234"       "266632"        "74133"        "53621"        "56531" 
##         Fam58b         Polr3k           Opa1           Emc2         Bcap31 
##             NA        "67005"        "74143"        "66736"        "27061" 
##         Dnaja1          Fuca1        Igf2bp3          Dhx32          Phkg2 
##        "15502"        "71665"       "140488"       "101437"        "68961" 
##          Pot1a          Mast3           Zhx1          Dtx3l           Adal 
##       "101185"       "546071"        "22770"       "209200"        "75894" 
##         Pdcd2l        Csnk1g3         Rictor         Mettl6           Gbp3 
##        "68079"        "70425"        "78757"        "67011"        "55932" 
##         Spata2         Zfand6       Tmem179b           Xist          Sumo1 
##       "263876"        "65098"        "67706"       "213742"        "22218" 
##  1810009A15Rik           Icmt         Zfp346          Thoc2           Dgka 
##        "66276"        "57295"        "26919"       "331401"        "13139" 
##           Ipo8           Grk5         Tmem43           Tfam        Khdrbs1 
##       "320727"        "14773"        "74122"        "21780"        "20218" 
##           Nit1         Crebrf           Glmn  4833439L19Rik           Hps5 
##        "27045"        "77128"       "170823"        "97820"       "246694" 
##          Usp12          Ppil2           Flcn       AK010878           Galt 
##        "22217"        "66053"       "216805"             NA        "14430" 
##  2510002D24Rik          Exoc7       Arhgap26           Wdr3          Parp6 
##        "72307"        "53413"        "71302"       "269470"        "67287" 
##        Hsd17b4         Ino80b          Upf3a          Bcas3         Zfp593 
##        "15488"        "70020"        "67031"       "192197"        "68040" 
##            Ogt           Mios        N4bp2l2           Taf7          Cd164 
##       "108155"       "252875"       "381695"        "24074"        "53599" 
##        Fam206a        Mettl23           Bmi1          Mon1b         Alkbh3 
##             NA        "74319"        "12151"       "270096"        "69113" 
##       Slc25a17           Sgta          Gmeb2           Fxr1           Fkrp 
##        "20524"        "52551"       "229004"        "14359"       "243853" 
##          Actr2           Cog2          Pick1        Bloc1s2           Rbm4 
##        "66713"        "76332"        "18693"        "73689"        "19653" 
##        Plekho1  4921525O09Rik         Myo18a           Xiap         Sap130 
##        "67220"        "74050"       "360013"        "11798"       "269003" 
##         Tmem42        Gpatch8        Ankrd52           Kras          Actr8 
##        "66079"       "237943"       "237615"        "16653"        "56249" 
##          Tesk1        R3hcc1l          Usp42          Edem3           Dph5 
##        "21754"        "52013"        "76800"        "66967"        "69740" 
##          Mus81        Tmem206           Pim1          Trib3          Ndor1 
##        "71711"             NA        "18712"       "228775"        "78797" 
##          Nop56       Tmem176a           Gmip         Ccdc69         Tmem80 
##        "67134"        "66058"        "78816"        "52570"        "71448" 
##       Col4a3bp          Ncbp2          Lime1           Mcat           Tfe3 
##             NA        "68092"        "72699"       "223722"       "209446" 
##         Camk2g           Fli1         Gcn1l1  8430419L09Rik           Poc5 
##        "12325"        "14247"             NA             NA        "67463" 
##       Fam103a1         Rnf114           Nat9          Ercc6          Exoc1 
##             NA        "81018"        "66176"       "319955"        "69940" 
##         Lmbr1l          Pgap2        Zfp280b         Mical3        Tmem39a 
##        "74775"       "233575"        "64453"       "194401"        "67846" 
##        Terf2ip  1700123O20Rik         Zfp706          Bicd2         Zfp746 
##        "57321"        "58248"        "68036"        "76895"        "69228" 
##         Sephs1          Pcf11        Rnf144a          Stk24          Edem2 
##       "109079"        "74737"       "108089"       "223255"       "108687" 
##        Hnrnpa0         Mbtps2         Ergic2        Serinc5  9130011E15Rik 
##        "77134"       "270669"        "67456"       "218442"             NA 
##         Arfip1          Gskip          Cntrl          Ptcd2        Tmem222 
##        "99889"        "66787"        "26920"        "68927"        "52174" 
##  1700020I14Rik          Wdr59           Eya3          Mier1           Gid4 
##             NA       "319481"        "14050"        "71148"        "66771" 
##          Strn3          Naa16          Mtmr3         Impad1           Heca 
##        "94186"        "66897"        "74302"             NA       "380629" 
##         Rspry1          Dnal4        Atxn7l3          Rexo1         Lrrc47 
##        "67610"        "54152"       "217218"        "66932"        "72946" 
##           Plec          Supt5          Naa25        Slc43a2         Zfp688 
##        "18810"        "20924"       "231713"       "215113"        "69234" 
##        Rabgap1        Bloc1s4          Adck1        Mir17hg          Riok1 
##       "227800"       "117197"        "72113"        "75957"        "71340" 
##          Wasf2  2610301B20Rik         Pacrgl         Ube2e1         Vps13a 
##       "242687"             NA        "66768"        "22194"       "271564" 
##           Crcp         Clasrp       Trappc6b       BC027231           Nmd3 
##        "12909"        "53609"        "78232"             NA        "97112" 
##         Alkbh1          Icam1           Polm         Hnrnpr         Ankzf1 
##       "211064"        "15894"        "54125"        "74326"        "52231" 
##        Arl6ip5           Eme2           Snx2          Gpkow           Insr 
##        "65106"       "193838"        "67804"       "209416"        "16337" 
##          Zbtb9          Rbbp5          Ppp6c        Ctdspl2        Fam192a 
##       "474156"       "213464"        "67857"       "329506"             NA 
##         Sec31a          Nlrc3         Nt5dc1          Glud1           Brd9 
##        "69162"       "268857"       "319638"        "14661"       "105246" 
##  0610009O20Rik         Sptlc2           Rara         Rtfdc1        Ppp2r5a 
##             NA        "20773"        "19401"             NA       "226849" 
##        Ccdc90b         Npepl1         Tm9sf3          Ncoa5           Utp3 
##        "66365"       "228961"       "107358"       "228869"        "65961" 
##         Znhit2           Atf5           Usf1         Kif1bp           Adi1 
##        "29805"       "107503"        "22278"             NA       "104923" 
##  1110012L19Rik           Vav2        Eif2ak4          Morc3           Grb2 
##             NA        "22325"        "27103"       "338467"        "14784" 
##         Trim24        Znf512b         Hilpda         Cep350           Pex3 
##        "21848"             NA        "69573"        "74081"        "56535" 
##         Atp2b1          Cdc26         Mvb12a           Phc1           Fgd2 
##        "67972"        "66440"        "73711"        "13619"        "26382" 
##         Rab3ip         Vps33a            Rpe          Maml2          H2-K2 
##       "216363"        "77573"        "66646"       "270118"       "630499" 
##          Gipc1          Zfp68       Stard3nl         Spred2         Ubap2l 
##        "67903"        "24135"        "76205"       "114716"        "74383" 
##          Erp44         Ppp6r3         Fam92a         Slc9a8          Sfxn3 
##        "76299"        "52036"             NA        "77031"        "94280" 
##         Ahcyl1           Svil           Maf1          Abcf3          Atad1 
##       "229709"       "225115"        "68877"        "27406"        "67979" 
##           Bag5        Tmem160        Zfp280d          Phf14        Pttg1ip 
##        "70369"        "69094"       "235469"        "75725"       "108705" 
##           Tob2          Vps54            Nin            Ell            Ccs 
##        "57259"       "245944"        "18080"        "13716"        "12460" 
##            Mlx        Ccdc127          Scrn2          Echs1        Arhgef3 
##        "21428"        "67433"       "217140"        "93747"        "71704" 
##          Ap1m1          Mllt6          Sirt6          Med23         Npepps 
##        "11767"       "246198"        "50721"        "70208"        "19155" 
##           Mfn2       Nudt16l1       Atp6v0a2         Zbtb18        Tmem209 
##       "170731"        "66911"        "21871"        "30928"        "72649" 
##          Ncoa6  3110040N11Rik        Trim12c         Rnf219         Zfp652 
##        "56406"        "67290"       "319236"             NA       "268469" 
##        Tmem129          Uckl1         Zfp326         Pcnxl3           Eapp 
##        "68366"        "68556"        "54367"             NA        "66266" 
##          Cwc25           Elk3          Ddit3        Fam204a           Ttc4 
##        "67480"        "13713"        "13198"        "76539"        "72354" 
##       BC029214          Serf2          Cops6          Tgif1         Tmem60 
##             NA       "378702"        "26893"        "21815"       "212090" 
##         Pofut1         Pik3c3          Pdzd8       Trnau1ap         Mettl3 
##       "140484"       "225326"       "107368"        "71787"        "56335" 
##        Osbpl11           Fibp         Dennd3        Sap30bp            Yy1 
##       "106326"        "58249"       "105841"        "57230"        "22632" 
##          Asxl1         Tollip             Ik          Prkra           Ubr5 
##       "228790"        "54473"        "24010"        "23992"        "70790" 
##          Atmin         Arid4a        Zfp280c          Jade2        Rps6ka3 
##       "234776"       "238247"       "208968"        "76901"       "110651" 
##           Gpn2         Ube2g1       Rab3gap2           Mpp5          Tinf2 
##       "100210"        "67128"        "98732"             NA        "28113" 
##       Pisd-ps1          Ndrg1       Fam114a2           Polg          Ovca2 
##       "236604"        "17988"        "67726"        "18975"       "246257" 
##           Tgds           Akt2           Nol8         Papola            Vhl 
##        "76355"        "11652"        "70930"        "18789"        "22346" 
##          Ptbp3         Dock11         Zfp958         Parp14         Glipr2 
##       "230257"        "75974"       "233987"       "547253"       "384009" 
##          Mef2a         Anapc7           Dhps          Ash1l           Tbcb 
##        "17258"        "56317"       "330817"       "192195"        "66411" 
##         Gnpda2           Brox        Whsc1l1          Senp5         Ubiad1 
##        "67980"        "71678"             NA       "320213"        "71707" 
##          Myo1g         Pnpla7           Fgd6           Lig3        Slc10a3 
##       "246177"       "241274"        "13998"        "16882"       "214601" 
##         Fam84b          Furin           Osbp           Xab2          Hif1a 
##             NA        "18550"        "76303"        "67439"        "15251" 
##         Tmem9b           Add3          Lipo1          Rev3l            Emb 
##        "56786"        "27360"       "329055"        "19714"        "13723" 
##          Cdip1         Tmem57           Eps8         Cggbp1           Slu7 
##        "66626"             NA        "13860"       "106143"       "193116" 
##          Usp30          Cdc40         Ythdf1        Tmem205        Zdhhc13 
##       "100756"        "71713"       "228994"       "235043"       "243983" 
##           Vbp1           Mbd1          Cep19          Snx11          Ikbip 
##        "22327"        "17190"        "66994"        "74479"        "67454" 
##        Zfyve19            Aen          Dmxl1           Dffa         Gtpbp8 
##        "72008"        "68048"       "240283"        "13347"        "66067" 
##       Tmem194b          Vwa5a         Snapc2         Zfp141          Lrrn4 
##             NA        "67776"       "102209"       "434178"       "320974" 
##          Pex13         Laptm5           Mta2        Cables2           Hcst 
##        "72129"        "16792"        "23942"       "252966"        "23900" 
##         Zdhhc5           Mbd6           Nras         Pnpla2          Sbno1 
##       "228136"       "110962"        "18176"        "66853"       "243272" 
##         Ranbp2         Pi4k2a         Rcbtb2          Setd7           Neu1 
##        "19386"        "84095"       "105670"        "73251"        "18010" 
##        Arhgef1          Casp7            Sri          Nomo1         Zdhhc7 
##        "16801"        "12369"       "109552"       "211548"       "102193" 
##  2810403A07Rik          Ap3s2        Ralgapb           Dlg3       BC005624 
##             NA        "11778"       "228850"        "53310"       "227707" 
##          Ddx41        Map3k11         Kctd13           Ing3         Ankra2 
##        "72935"        "26403"       "233877"        "71777"        "68558" 
##        Pla2g15        Tmem189         Trmt2b          Pank3         Fam63a 
##       "192654"             NA       "215201"       "211347"             NA 
##          Recql           Aff4         Lrrc41           Cbx6           Parl 
##        "19691"        "93736"       "230654"       "494448"       "381038" 
##           Ezh1           Ccr7         Ttc21b        Txndc16           Rlim 
##        "14055"        "12775"        "73668"        "70561"        "19820" 
##         Atraid           Upf2          Stau1       Snord16a          Bcl10 
##       "381629"       "326622"        "20853"    "100217453"        "12042" 
##         Zdhhc4  1110037F02Rik          Cenpj          Atg2b         Mesdc2 
##        "72881"             NA       "219103"        "76559"             NA 
##          Cdc42         Tcirg1          Med21          Rnf31           Scin 
##        "12540"        "27060"       "108098"       "268749"        "20259" 
##           Cnst          Derl2          Krcc1          Mov10          Itfg2 
##       "226744"       "116891"        "57896"        "17454"       "101142" 
##         Paxbp1          Ebag9           Brd3        Ppip5k2          Kcmf1 
##        "67367"        "55960"        "67382"       "227399"        "74287" 
##          Srp14          Mndal          Wdr73          H2-M3          Wdr45 
##        "20813"    "100040462"        "71968"        "14991"        "54636" 
##          Yipf1          Cab39  2010001A14Rik           Hccs           Ice1 
##       "230584"        "12283"        "76516"        "15159"       "218333" 
##           Phf8         Ppap2b          Patl1          Ttc17        Ndufaf3 
##       "320595"             NA       "225929"        "74569"        "66706" 
##           Ufm1          Hipk3         Pofut2          Pds5a          Fbxw7 
##        "67890"        "15259"        "80294"        "71521"        "50754" 
##            Cpm          Cand1           Arf3        Gm17745           Pcnt 
##        "70574"        "71902"        "11842"       "432488"        "18541" 
##           Rrn3         Zcchc8           Cbx2          Nup88         Gimap5 
##       "106298"        "70650"        "12416"        "19069"       "317757" 
##            Mvp        Tubgcp6        Irf2bpl           Tox4          Tmco6 
##        "78388"       "328580"       "238330"       "268741"        "71983" 
##         Cldnd1           Xpo6        Dynlrb1          Gsk3b      Secisbp2l 
##       "224250"        "74204"        "67068"        "56637"        "70354" 
##          Micu2        Cdk2ap2          Kctd2           Aim2         Dnajc7 
##        "68514"        "52004"        "70382"       "383619"        "56354" 
##          Yipf5           Cux1          Appl1         Parp10          Atg13 
##        "67180"        "13047"        "72993"       "671535"        "51897" 
##           Cog3        Mettl16         Mplkip         Cyb5d1           Exo5 
##       "338337"        "67493"        "66308"       "327951"        "73172" 
##        Hnrnph1          Prrc1          Scyl2          Stx16         Xxylt1 
##        "59013"        "73137"       "213326"       "228960"       "268880" 
##       Marcksl1          Stk40         Ccdc55         Zfp513          Esyt1 
##        "17357"        "74178"             NA       "101023"        "23943" 
##         Zfp131          Psen1      Nipsnap3b           Ssh1          Stx4a 
##        "72465"        "19164"        "66536"       "231637"        "20909" 
##        Plekha3       BC037034         Gigyf2            Tef        Tmsb15l 
##        "83435"             NA       "227331"        "21685"       "399591" 
##          Pam16        Slc35a3         Fkbp1a         Zfp451          Ywhaz 
##        "66449"       "229782"        "14225"        "98403"        "22631" 
##         Pla2g7          Shoc2           Pkig           Dtx2         Zc3h7a 
##        "27226"        "56392"        "18769"        "74198"       "106205" 
##           Vrk3          Ssu72         Zfp865          Lrrk2        Plekho2 
##       "101568"        "68991"       "319748"        "66725"       "102595" 
##  1810013L24Rik          Mkln1        Atp6v1a          Inadl    D15Ertd621e 
##        "69053"        "27418"        "11964"             NA             NA 
##         Tmed10           Scd1       Rab3gap1           Far1           Wwp2 
##        "68581"        "20249"       "226407"        "67420"        "66894" 
##         Stambp         Rabep1       Sh3bgrl3         Sdhaf4           Rad1 
##        "70527"        "54189"        "73723"        "68002"        "19355" 
##          Ddx50         Chst15         Rb1cc1         Eftud1         Fam98c 
##        "94213"        "77590"        "12421"             NA        "73833" 
##       Smim10l1           Ing1         Rab22a           Msi2          Pdha1 
##       "381820"        "26356"        "19334"        "76626"        "18597" 
##          Gtf2b         Arfrp1         Zfp655         Pwwp2a          Snx27 
##       "229906"        "76688"        "72611"        "70802"        "76742" 
##         Sdhaf1          Ccnl1        Tmem186          H2-Q2          Tstd2 
##        "68332"        "56706"        "66690"        "15013"       "272027" 
##           Dcxr           Gga3           Uri1        Tmem214          Kat6b 
##        "67880"       "260302"        "19777"        "68796"        "54169" 
##           Rtf1          Dapp1        Atp6ap2          Lrch1          Mak16 
##        "76246"        "26377"        "70495"       "380916"        "67920" 
##          Acap1          Anxa5           Tep1         Lgals8          Pde6d 
##       "216859"        "11747"        "21745"        "56048"        "18582" 
##          Tprgl          Pdcd4         Ifi204           Bdp1          Pias2 
##        "67808"        "18569"        "15951"       "544971"        "17344" 
##        Dnajb11           Bcl9          Tmub2         Atxn2l          Etnk1 
##        "67838"        "77578"        "72053"       "233871"        "75320" 
##           Pign       Cdkn2aip          Ttc14           Eid1           Ago1 
##        "27392"        "70925"        "67120"        "58521"       "236511" 
##  5430416N02Rik         Nufip2          Rnf25          Tnpo2       Ankrd13c 
##    "100503199"        "68564"        "57751"       "212999"       "433667" 
##           Cd81        Tmem203          Zfp64           Hps4         Lrpap1 
##        "12520"       "227615"        "22722"       "192232"        "16976" 
##          Scfd1            H13          Tiprl         Atad2b          Ints3 
##        "76983"        "14950"       "226591"       "320817"       "229543" 
##       Slc25a20            Sp1          Ptgr2          Vps36           Brf2 
##        "57279"        "20683"        "77219"        "70160"        "66653" 
##         Zyg11b          Sirt1           Gba2          Mocs3          Hcfc2 
##       "414872"        "93759"       "230101"        "69372"        "67933" 
##           Jrkl         Zfp664          Stim1        Izumo1r       Trappc11 
##        "77532"       "269704"        "20866"        "64931"       "320714" 
##        Poglut1           Mdp1            Wac          Tcf20           Cbfb 
##       "224143"        "67881"       "225131"        "21411"        "12400" 
##          Ccng2         Trim33           B9d2          Top3a        Arfgef2 
##        "12452"        "94093"       "232987"        "21975"        "99371" 
##         Oraov1          Farsb           Gbas           Nck1          Phf23 
##             NA        "23874"             NA        "17973"        "78246" 
##         Crebzf         Zfp821        Gprasp1         Rundc1          Dhx36 
##       "233490"        "75871"        "67298"       "217201"        "72162" 
##          Plac8        Slc11a2          Ube2b        Trappc8          Adprm 
##       "231507"        "18174"        "22210"        "75964"        "66358" 
##         Zfp282          Brat1          Sin3b          Ncoa1          Jmjd6 
##       "101095"       "231841"        "20467"        "17977"       "107817" 
##       Fgfr1op2          Rpap2          Spry2          Sarnp          Rnf14 
##        "67529"       "231571"        "24064"        "66118"        "56736" 
##          Lrch4           Arf1         Psmb10         Tbc1d1          H2-K1 
##       "231798"        "11840"        "19171"        "57915"        "14972" 
##         Atf7ip          Iffo1          Rragc        Akr1b10          Dhx33 
##        "54343"       "320678"        "54170"        "67861"       "216877" 
##       Tmem184c          Creb3         Vcpip1           Cipc          Srsf5 
##       "234463"        "12913"        "70675"       "217732"        "20384" 
##          Cul4b          Phrf1          Chsy1        Gpatch2          Capzb 
##        "72584"       "101471"       "269941"        "67769"        "12345" 
##          Ufd1l       Tbc1d10a          Scnm1          Pank2          Dcp1a 
##             NA       "103724"        "69269"        "74450"        "75901" 
##          Wbp1l          Mob3a         Anapc4         Sec24c         Zfp830 
##       "226178"       "208228"        "52206"       "218811"        "66983" 
##          Med26        Ier3ip1        Ankrd44         Pex11b           Dtd1 
##        "70625"        "66191"       "329154"        "18632"        "66044" 
##  2010111I01Rik         Rnf130          Sphk2           Mina            Gba 
##             NA        "59044"        "56632"             NA        "14466" 
##            Lxn       Tmem185b          Tor2a        Ralgps2          Ddx54 
##        "17035"       "226351"        "30933"        "78255"        "71990" 
##           Bbc3         Ormdl1          Pfdn2       Ppp1r15b           Dda1 
##       "170770"       "227102"        "18637"       "108954"        "66498" 
##         Rnf138          Pskh1          Evi2b         Capza1          Nrbf2 
##        "56515"       "244631"       "216984"        "12340"       "641340" 
##          Fancm           Spop         Rnf121           Pygb         Atxn10 
##       "104806"        "20747"        "75212"       "110078"        "54138" 
##         Prr14l           Hps3          Wdr33         Ppfia1         Arl2bp 
##       "215476"        "12807"        "74320"       "233977"       "107566" 
##        Tmem223          Cdhr2           Pgm1         Cacul1         Fip1l1 
##        "66836"       "268663"        "72157"        "78832"        "66899" 
##       Pla2g12a        Arfgap1           Hltf        Stk11ip          Ppil3 
##        "66350"       "228998"        "20585"        "71728"        "70225" 
##         Tfip11          Mex3a          Rreb1           Atrx          Rab5c 
##        "54723"        "72640"        "68750"        "22589"        "19345" 
##        Dnajc10         Ankmy2          Acox3          Gabpa         Stat5a 
##        "66861"       "217473"        "80911"        "14390"        "20850" 
##          Rftn2         Zfp787           Eri3          Trmt5           Nfu1 
##        "74013"        "67109"       "140546"        "76357"        "56748" 
##           Prkx          Fbxo6         Armc10         Cited2         Necap1 
##        "19108"        "50762"        "67211"        "17684"        "67602" 
##  E330009J07Rik       Gpatch2l         Zbtb11          Edrf1         Zfp143 
##             NA        "70373"       "271377"       "214764"        "20841" 
##         Trim32          Wdr20          Naa35          Rab8a         Fam45a 
##        "69807"        "69641"        "78689"        "17274"             NA 
##           Nek9         Atp10d          Phtf2          Cpne1        Erbb2ip 
##       "217718"       "231287"        "68770"       "266692"             NA 
##         Chmp2b        Prpsap2           Pum2       Cdk5rap2            Gak 
##        "68942"       "212627"        "80913"       "214444"       "231580" 
##         Zbtb7a         Ranbp9           Mpp1          Vti1b          Ppm1d 
##        "16969"        "56705"        "17524"        "53612"        "53892" 
##         Pnpla8         Ndufb2          Gnl3l        Lamtor2        Phf20l1 
##        "67452"        "68198"       "237107"        "83409"       "239510" 
##           Madd         Atp5sl           Gys1           Gsap          Cflar 
##       "228355"             NA        "14936"       "212167"        "12633" 
##         Gas2l3          Nr2c2         Zfp956          Rprd2           Arf6 
##       "237436"        "22026"       "101197"        "75137"        "11845" 
##          Cnpy4         Fermt3        Fam179b           Tns3         Zfp260 
##        "66455"       "108101"             NA       "319939"        "26466" 
##          Fbxw5        Trappc5        Galnt12         Ythdf2        Ppp1r10 
##        "30839"        "66682"       "230145"       "213541"        "52040" 
##         Gtf2e1          Gtf2i         Eif4g3           Cr1l          Dctn3 
##        "74197"        "14886"       "230861"        "12946"        "53598" 
##        Fam172a          Cpsf3            Por           Ngrn          Xrcc1 
##        "68675"        "54451"        "18984"        "83485"        "22594" 
##  2210018M11Rik        Snrnp35          Ddx24         Hif1an        Pip5k1a 
##             NA        "76167"        "27225"       "319594"        "18720" 
##           Snd1           Klc2          Ep400        Zdhhc24         Mrpl10 
##        "56463"        "16594"        "75560"        "70605"       "107732" 
##         Zfp553            Tpr  2310047M10Rik       Trappc12           Gfm2 
##       "233887"       "108989"             NA       "217449"       "320806" 
##           Ss18          Gsdmd         Sptlc1           Ufl1         Gimap6 
##       "268996"        "69146"       "268656"        "67490"       "231931" 
##         Dyrk1b         Cc2d1a          Orai3         Ndufa3           Pigs 
##        "13549"       "212139"       "269999"        "66091"       "276846" 
##        Fam132a          Cmtm7          Dmtf1          Ints6          Dgcr2 
##             NA       "102545"        "23857"        "18130"        "13356" 
##        Ppp2r2a        Tbc1d23           Tnks         Sec24b          Tshz1 
##        "71978"        "67581"        "21951"        "99683"       "110796" 
##           Tmx3           Orc4           Etv3          Atxn7           Mynn 
##        "67988"        "26428"        "27049"       "246103"        "80732" 
##          Atp9b         Cdkn1b           Rbmx           Polb          Hdac2 
##        "50771"        "12576"        "19655"        "18970"        "15182" 
##          Szrd1         Ikbkap         Zc3h7b        Fam198a         Tm9sf4 
##       "213491"             NA        "20286"             NA        "99237" 
##           Fxr2          Mpv17           Gdi1          Mgrn1          Ciao1 
##        "23879"        "17527"        "14567"        "17237"        "26371" 
##         Csf2ra          Kctd3       AW549877         Kbtbd4          Sepp1 
##        "12982"       "226823"             NA        "67136"             NA 
##         Agpat3       Phospho2         Stoml1          Pi4ka          Sec62 
##        "28169"        "73373"        "69106"       "224020"        "69276" 
##          Aktip          Itm2c          Marf1          Abhd8        Fam189b 
##        "14339"        "64294"       "223989"        "64296"        "68521" 
##           Idnk           Pld4            Mnt         Yme1l1       Slc25a12 
##        "75731"       "104759"        "17428"        "27377"        "78830" 
##           Ezh2       AI846148         Fbxl20         Zfp191          Usp9x 
##        "14056"             NA        "72194"             NA        "22284" 
##          Ggps1           Tti2            Pxk          Ift52         Fam13b 
##        "14593"       "234138"       "218699"       "245866"       "225358" 
##          C2cd3           Nub1         Slc4a2         Gpr137         Wrnip1 
##       "277939"        "53312"        "20535"       "107173"        "78903" 
##         Strada          Tcf25         Zfp810          Ep300           Rcn2 
##        "72149"        "66855"       "235050"       "328572"        "26611" 
##          Lemd3         Dicer1          Ntan1           Bcor          Atxn3 
##       "380664"       "192119"        "18203"        "71458"       "110616" 
##  C920025E04Rik         Zfp407          Rdh14  2310045N01Rik        Mettl10 
##             NA       "240476"       "105014"             NA             NA 
##          Limk2         Atp11c           Pum1          Zfp12           Avl9 
##        "16886"       "320940"        "80912"       "231866"        "78937" 
##           Gmfb         Zfp217         Dnajb9         Zbtb33       Arhgef18 
##        "63985"       "228913"        "27362"        "56805"       "102098" 
##          Zbtb2           Mon2            Was         Golgb1        L3mbtl3 
##       "381990"        "67074"        "22376"       "224139"       "237339" 
##          Peli1          Yif1a          Cnnm3         Zfp961        Zdhhc21 
##        "67245"        "68090"        "94218"       "234413"        "68268" 
##      Tnfaip8l2           Epc2          Bcat1            Gne           Ssh3 
##        "69769"       "227867"        "12035"        "50798"       "245857" 
##          Cbll1        Spty2d1          Pbrm1          Parp8           Npc2 
##       "104836"       "101685"        "66923"        "52552"        "67963" 
##        Trappc3         Commd8         Zfp212          Marc2          Ift22 
##        "27096"        "27784"       "232784"             NA        "67286" 
##          Orai1         Bcl2l2         Zc3h14          Prex1          Adck4 
##       "109305"        "12050"        "75553"       "277360"             NA 
##         Zfp935         Trim21  2610507B11Rik         Stard3         Golga2 
##        "71508"        "20821"        "72503"        "59045"        "99412" 
##          Sox12       Slc25a46         Ccdc32        S100a11           Tet3 
##        "20667"        "67453"       "269336"        "20195"       "194388" 
##          Senp7        Gpbp1l1          Bcar3        Slc16a5       Slc7a6os 
##        "66315"        "77110"        "29815"       "217316"        "66432" 
##          Pddc1          Mbtd1  A430078G23Rik       Fra10ac1         Gigyf1 
##             NA       "103537"             NA        "70567"        "57330" 
##          H2-Q5        Csnk2a1         Mterf3           Ppcs         Snapc3 
##        "15016"        "12995"        "66410"       "106564"        "77634" 
##         Ankhd1         Man1a2          Usp47          Rufy3        S100a10 
##       "108857"        "17156"        "74996"        "52822"        "20194" 
##          Tor3a          Rsbn1           Rft1          Creb1         Cep120 
##        "30935"       "229675"       "328370"        "12912"       "225523" 
##  1500011K16Rik          Cnot8          Zbtb6          Helz2          Mob1a 
##             NA        "69125"       "241322"       "229003"       "232157" 
##          Flad1  1810022K09Rik           Pigv         Tspyl2          Gbp2b 
##       "319945"             NA       "230801"        "52808"        "14468" 
##         Zfp146          Sprtn           Cyld         Lrrc14          Natd1 
##        "26465"       "244666"        "74256"       "223664"        "24083" 
##           Pdcl         Lpgat1       Arhgap18       Sh3pxd2a            Dbt 
##        "67466"       "226856"        "73910"        "14218"        "13171" 
##          Il2rg         Uap1l1           Wbp4          Mfap3           Pak2 
##        "16186"       "227620"        "22380"       "216760"       "224105" 
##         Gtf3c1          Surf6          Rnf40          Zfp87          Rbm18 
##       "233863"        "20935"       "233900"       "170763"        "67889" 
##          Rbbp6          Esco1          Tmem5         Coro1b         Map2k7 
##        "19647"        "77805"             NA        "23789"        "26400" 
##           Bet1         Akap11          Scaf1           Gnaq          Rab43 
##        "12068"       "219181"       "233208"        "14682"        "69834" 
##        Aldh1b1        Ankrd63            Pxn          Gosr2         Fyttd1 
##        "72535"       "383787"        "19303"        "56494"        "69823" 
##           Rcn1         Ube2d3            Taz          Mat2b          Uhmk1 
##        "19672"        "66105"             NA       "108645"        "16589" 
##        Fam193a          Rras2        Pomgnt1        Gatad2b          Asxl2 
##       "231128"        "66922"        "68273"       "229542"        "75302" 
##         Golga5          Vamp4         Angel2           Jund           Pygl 
##        "27277"        "53330"        "52477"        "16478"       "110095" 
##         Zfp236       Trp53bp2         Rnf215          Rnf34       Tmsb15b1 
##       "329002"       "209456"        "71673"        "80751"       "666244" 
##          Rchy1         Tgfbr1          Pex14          Ndst1          Ctps2 
##        "68098"        "21812"        "56273"        "15531"        "55936" 
##          Rgs19          Mfge8           Asb2       Cdc42se1           Faim 
##        "56470"        "17304"        "65256"        "57912"        "23873" 
##          Rexo4           Vta1         Gtpbp6           Ugdh          Zmym5 
##       "227656"        "66201"       "107999"        "22235"       "219105" 
##            Nmi          Ikbkg          Kdm4b         Kctd10          Clip1 
##        "64685"        "16151"       "193796"       "330171"        "56430" 
##          Ndnl2          Scimp         Ankib1       Atp6v1g1        Zkscan3 
##             NA       "327957"        "70797"        "66290"        "72739" 
##        Ctdnep1          Dip2b           Brd1         Dis3l2          Pias3 
##        "67181"       "239667"       "223770"       "208718"       "229615" 
##          H2-Q8         Ube2q1  1810043H04Rik          Gpsm1          Bccip 
##        "15019"        "70093"             NA        "67839"        "66165" 
##           Use1           Ubn1           Selt            Rlf           Rsf1 
##        "67023"       "170644"             NA       "109263"       "233532" 
##           Vwa8        Rnpepl1         Zfp397       Smarcad1           Hexa 
##       "219189"       "108657"        "69256"        "13990"        "15211" 
##         Rnf216         Hmg20a          Obfc1          Hibch          Lats1 
##       "108086"        "66867"             NA       "227095"        "16798" 
##         Nudt16          Sgpl1           Mdm1           Mta1          Cyhr1 
##        "75686"        "20397"        "17245"       "116870"        "54151" 
##          H2-D1         Map3k5         Inppl1          Taf1a        Mir5133 
##        "14964"        "26408"        "16332"        "21339"    "100628602" 
##          Mecp2        Tmem87a         Ccdc50         Trim14        Tspan31 
##        "17257"       "211499"        "67501"        "74735"        "67125" 
##          Reps1           Pls3        Dennd1b         Klhl17          Vps53 
##        "19707"       "102866"       "329260"       "231003"        "68299" 
##            Smo           Hopx       Toporsos         Mterf2           Lrmp 
##       "319757"        "74318"             NA        "74238"             NA 
##          Bod1l           Pigm          Aftph          Scyl3          Otud4 
##       "665775"        "67556"       "216549"       "240880"        "73945" 
##       BC005537         Pggt1b           Gcc2          Tra2a           Uck1 
##        "79555"       "225467"        "70297"       "101214"        "22245" 
##          Sp110        Slc50a1         Exosc3         Churc1         Setd1b 
##       "109032"        "19729"        "66362"       "211151"       "208043" 
##          Supt6           Flii         Kansl3          Rbm26        Trpc4ap 
##        "20926"        "14248"       "226976"        "74213"        "56407" 
##         Zranb1          Rock1           Snx6        Zbtb8os           Sae1 
##       "360216"        "19877"        "72183"        "67106"        "56459" 
##        Rapgef5          Chic2  9930021J03Rik         Zfp654         Nfe2l1 
##       "217944"        "74277"       "240613"        "72020"        "18023" 
##         Chchd7         Rnf135         H2-Q10        Eps15l1           Tcf7 
##        "66433"        "71956"        "15007"        "13859"        "21414" 
##         Zfp777        Atp6v1d          Actr5         Galnt7        Pitpnm2 
##        "72306"        "73834"       "109275"       "108150"        "19679" 
##          Llgl1          Ubxn7          Patz1         Pecam1         Pik3r6 
##        "16897"       "224111"        "56218"        "18613"       "104709" 
##       Ammecr1l           Dhx8        Fam216a           Phf3          Naa30 
##       "225339"       "217207"        "68948"       "213109"        "70646" 
##          Zfp69           Pvt1          Kdm3a          Mien1          Fnbp1 
##       "381549"        "19296"       "104263"       "103742"        "14269" 
##       Tctex1d2          Usp34          Itfg1  1600014C10Rik         Repin1 
##             NA        "17847"        "71927"        "72244"        "58887" 
##            Apc           Hes5          H2-Q7          Nfkb2        Irf2bp1 
##        "11789"        "15208"        "15018"        "18034"       "272359" 
##          Zbed3         Crebbp           Lgr5         Alkbh6          Litaf 
##        "72114"        "12914"        "14160"       "233065"        "56722" 
##        Zmynd11        Tmem50b          Dcaf7           Lrp6          Uspl1 
##        "66505"        "77975"        "71833"        "16974"       "231915" 
##           Zeb2          Atg12         Fbxo38            Zfx        Slc37a2 
##        "24136"        "67526"       "107035"        "22764"        "56857" 
##          Zzef1          Cpsf7        Clcn4-2       Tnfrsf26           Gbp2 
##       "195018"       "269061"             NA       "244237"        "14469" 
##           Rgs2          Cd244          Psrc1         Zfp868          Ywhag 
##        "19735"             NA        "56742"       "234362"        "22628" 
##            Ly9        Dnajc14          Cxcr5         Sfswap          Terf2 
##        "17085"        "74330"        "12145"       "231769"        "21750" 
##       Arhgap10           Cd69          Sirt7           Edc4           Tpp2 
##        "78514"        "12515"       "209011"       "234699"        "22019" 
##         Yeats2          Tmed5       Fam160b2          Rmnd1          Ube3a 
##       "208146"        "73130"             NA        "66084"        "22215" 
##         Hivep3       Zkscan14          Shprh         Fbxw11           Pisd 
##        "16656"        "67235"       "268281"       "103583"       "320951" 
##        Smarca5         Chchd5          Armc5          Mark4         Tnrc6a 
##        "93762"        "66170"       "233912"       "232944"       "233833" 
##          Usp48           Ktn1          Zap70          Ccnt2         Pcyox1 
##       "170707"        "16709"        "22637"        "72949"        "66881" 
##           Irs2          Exoc2           Stx6        Slc30a5          Ddx46 
##       "384783"        "66482"        "58244"        "69048"       "212880" 
##          Exoc3          Rap2b         Tapbpl  0610030E20Rik           Tug1 
##       "211446"        "74012"       "213233"        "68364"       "544752" 
##          Cant1        Ceacam1          Ptpn6         Btbd10         Celsr1 
##        "76025"        "26365"        "15170"        "68815"        "12614" 
##          Syne3        Zc3h11a         Dlgap4        Bcl2l12           Chd7 
##       "212073"        "70579"       "228836"        "75736"       "320790" 
##         Tspyl1          Ddx47          Chtop           Mdn1         B3glct 
##        "22110"        "67755"        "66511"       "100019"       "381694" 
##         Shisa5         Golga3           Ulk2          Rnf38           Ttc3 
##        "66940"       "269682"        "29869"        "73469"        "22129" 
##         Cdc25b         Fam35a        Tmem168        Hnrnpdl        Arl6ip1 
##        "12531"             NA       "101118"        "50926"        "54208" 
##           Lnx2          Zmym2         Dnajc5           Fzd6           Vimp 
##       "140887"        "76007"        "13002"        "14368"             NA 
##        Gm16973           Szt2          Maml3          Bcl7b           Ubr1 
##    "100503823"       "230676"       "433586"        "12054"        "22222" 
##         Pou2f1         Slc4a7          Ttc33         Zfp148          Casp6 
##        "18986"       "218756"        "67515"        "22661"        "12368" 
##          Irak3          Sh2d5          Tmed7        Ccdc88b            Btk 
##        "73914"       "230863"        "66676"        "78317"        "12229" 
##            Unk         Gm8909          Edem1          Rsrc2          Fbxl8 
##       "217331"       "667977"       "192193"       "208606"        "50788" 
##         Zfp507           Gas8           Mnd1           Araf           Ric1 
##       "668501"       "104346"        "76915"        "11836"       "226089" 
##          Stag2          Pde9a        Plekhg2        Tmem230        Ankrd17 
##        "20843"        "18585"       "101497"        "70612"        "81702" 
##        Zscan25          Sike1      Serpinb1a           Prep          Il12a 
##       "666311"        "66641"        "66222"        "19072"        "16159" 
##         Txnrd1          Foxj3            Mr1           Mxd4        Col27a1 
##        "50493"       "230700"        "15064"        "17122"       "373864" 
##         Smim19           Dars          Tbl1x      Serpina3f          Lin52 
##       "102032"       "226414"        "21372"       "238393"       "217708" 
##          Mtmr1           Ppid          Anks3          Chtf8         Nipal3 
##        "53332"        "67738"        "72615"       "214987"        "74552" 
##         Zfp281       Tmem255a          Cecr2           Dlx1          Znrf1 
##       "226442"       "245386"       "330409"        "13390"       "170737" 
##          Impa1         Dnajb5         Phf21a        Pramef8          Chpf2 
##        "55980"        "56323"       "192285"             NA       "100910" 
##           Urb2          Arl11        Tmem180           Crkl           Rbl2 
##       "382038"       "219144"             NA        "12929"        "19651" 
##          Smcr8         Zbtb17          Trak1          Pank4         Rnf167 
##       "237782"        "22642"        "67095"       "269614"        "70510" 
##          Stat3           Mafk         Clec2i          Celf2         Mcm3ap 
##        "20848"        "17135"        "93675"        "14007"        "54387" 
##         Ppp6r1         Sec11c           Helz         Zfp869          Ano10 
##       "243819"        "66286"        "78455"        "66869"       "102566" 
##        Slc38a1         Amotl1          Apaf1          Mylip          Esrra 
##       "105727"        "75723"        "11783"       "218203"        "26379" 
##          Kmt2b           Mia3          Manea         Sh2d2a         Lrrc8d 
##        "75410"       "338366"       "242362"        "27371"       "231549" 
##           Tbk1           Itch           Heg1         Ndfip2        Cyp4f18 
##        "56480"        "16396"        "77446"        "76273"        "72054" 
##         Ogfrl1       Slc38a10           Alg2          Rab2b          Huwe1 
##        "70155"        "72055"        "56737"        "76338"        "59026" 
##           Pan3         Zcchc2         Zfp638          Stap1        Ankrd28 
##        "72587"       "227449"        "18139"        "56792"       "105522" 
##          Cstf1          Arid2          Pink1        Sharpin         Zbtb24 
##        "67337"        "77044"        "68943"       "106025"       "268294" 
##          Fnbp4         Ppp3ca         Atp10a            Rfk          Vps39 
##        "55935"        "19055"        "11982"        "54391"       "269338" 
##          Rnf44        Pik3c2a           Mkl1          Mex3c          Sept1 
##       "105239"        "18704"             NA       "240396"             NA 
##          Ino80         Fam32a          Mylpf           Amz2          Jkamp 
##        "68142"        "67922"        "17907"        "13929"       "104771" 
##          Cdipt          Hook1          Dclk2        Zfp518a         Tspyl3 
##        "52858"        "77963"        "70762"        "72672"       "241732" 
##          Iqcb1          Setd5          Herc2           Lzic  1300002E11Rik 
##       "320299"        "72895"        "15204"        "69151"    "100043489" 
##         Sh3bp2          Rad52          Gnai3          Kdm1a        Aldh3a2 
##        "24055"        "19365"        "14679"        "99982"        "11671" 
##         Zfp715          Stat2          Tm2d1         Zfp110          Prr14 
##        "69930"        "20847"        "94043"        "65020"       "233895" 
##         Zfp319           Ubr3           Rfx5         Mageh1           Gzf1 
##        "79233"        "68795"        "53970"        "75625"        "74533" 
##          Ddx42        Rapgef4         Csnk1d         Rnf146          Taok2 
##        "72047"        "56508"       "104318"        "68031"       "381921" 
##           Abl1       Mapk1ip1            Fes         Kbtbd2        Dnajc30 
##        "11350"        "69546"        "14159"       "210973"        "66114" 
##         Zfp358          Tradd        Fam136a          Usp38           Ttf1 
##       "140482"        "71609"        "66488"        "74841"        "22130" 
##         Tnrc6c  2610008E11Rik          Wdr11           Xpr1        Dennd4b 
##       "217351"        "72128"       "207425"        "19775"       "229541" 
##           Arnt         R3hdm2            Gls         Cep170          Gmcl1 
##        "11863"        "71750"        "14660"       "545389"        "23885" 
##           Irf3         Pik3ca           Med1  1600002K03Rik          Cdc73 
##        "54131"        "18706"        "19014"             NA       "214498" 
##          Acap2          Ginm1        Gm11974       AU040320          Mgat2 
##        "78618"       "215751"             NA       "100317"       "217664" 
##        Zdhhc17          Ganab           Adss        Gramd1a        Tmem127 
##       "320150"        "14376"        "11566"        "52857"        "69470" 
##       Prickle3          Abhd1         Itprip          Papd5        Zfp36l1 
##        "54630"        "57742"       "414801"             NA        "12192" 
##          Rnf20          Rbm12       Spata5l1         Gpr132         Sorcs2 
##       "109331"        "75710"       "214616"        "56696"        "81840" 
##        Zdhhc20         Ccdc91          Trit1         Dnmt3a       Atxn7l3b 
##        "75965"        "67015"        "66966"        "13435"       "382423" 
##        Rapgef6         Trip11          Sar1a           Cog5         Eif2b2 
##       "192786"       "109181"        "20224"       "238123"       "217715" 
##         Slc1a5            Bre        Fam110a         Tmem18          Chmp5 
##        "20514"             NA        "73847"       "211986"        "76959" 
##         Rnf169           Cnr2         Commd6           Lax1           Tia1 
##       "108937"        "12802"        "66200"       "240754"        "21841" 
##           Gab2          Lsm10           Dpp3          Traf6          Rab5b 
##        "14389"       "116748"        "75221"        "22034"        "19344" 
##          Mbnl1         Rsbn1l          Ap1g1           Smg6          Ptch1 
##        "56758"       "242860"        "11765"       "103677"        "19206" 
##          Cd180         Prmt10          Copb1           Mtf2            Dbp 
##        "17079"             NA        "70349"        "17765"        "13170" 
##        Clptm1l         Tgoln2  A630023P12Rik          Mgat5          Cpsf2 
##       "218335"        "22135"       "231603"       "107895"        "51786" 
##           Phkb           Uso1            Eng        Slc23a2          C2cd5 
##       "102093"        "56041"        "13805"        "54338"        "74741" 
##           Vasp         Vps13b          Rnf13           Ctso            Osm 
##        "22323"       "666173"        "24017"       "229445"        "18413" 
##            Abr          Prr12            Aga          Sf3b1           Hes6 
##       "109934"       "233210"        "11593"        "81898"        "55927" 
##         Sqstm1       Cyb561d1           Vps8       Arhgap30          Cpt1a 
##        "18412"        "72023"       "209018"       "226652"        "12894" 
##          Kdm4a       Snrnp200         Ppp3cb          Cdk12          Smad2 
##       "230674"       "320632"        "19056"        "69131"        "17126" 
##         Akr7a5        Zscan29            Ltb          Mbnl2        Arfgef1 
##       "110198"        "99334"        "16994"       "105559"       "211673" 
##        Ccdc125         Prpf39           Lipa          Prdm2           Pogz 
##        "76041"       "328110"        "16889"       "110593"       "229584" 
##         Cdc14a          Rab19            Os9          Prkch            Dap 
##       "229776"        "19331"       "216440"        "18755"       "223453" 
##          Cnot7           Pex5         Akr1b3        Fam168b          Lrch3 
##        "18983"        "19305"        "11677"       "214469"        "70144" 
##           Rgp1         Ptpn14          Zmym4          Fem1c           Coa4 
##       "242406"        "19250"        "67785"       "240263"        "68185" 
##         Zfp512         Zswim4          Armt1          Dcaf5        Vipas39 
##       "269639"       "212168"        "73419"       "320808"       "104799" 
##         Abhd13          Tpst1           Cd48          Ube2w           Mtdh 
##        "68904"        "22021"        "12506"        "66799"        "67154" 
##          H2-Q4           Rbm5           Rhoh        Tmem154         Cd2bp2 
##        "15015"        "83486"        "74734"       "320782"        "70233" 
##          Rock2           Zbp1         Ythdc1            Cic         Csnk1e 
##        "19878"        "58203"       "231386"        "71722"        "27373" 
##          Mark2       Leprotl1       Rnf113a2           Cog8          Khnyn 
##        "13728"        "68192"        "66381"        "97484"       "219094" 
##          Hsdl2        Txndc12          Car13          Nr1d1 9930111J21Rik1 
##        "72479"        "66073"        "71934"       "217166"       "667214" 
##       Tmem126b          Mprip          Ppdpf          Desi1          Ap2b1 
##        "68472"        "26936"        "66496"        "28075"        "71770" 
##         Elmod3        Fam134b         Fkbp15          Rltpr          Rai14 
##       "232089"             NA       "338355"             NA        "75646" 
##         Ambra1          Nxpe3          Lyrm2         Rilpl2      Tnfrsf13c 
##       "228361"       "385658"       "108755"        "80291"        "72049" 
##          Macf1           Snx4        Cep57l1          Trem1            Ivd 
##        "11426"        "69150"       "103268"        "58217"        "56357" 
##          Trim8          Trrap          Cdk13           Fgd3          Ube2h 
##        "93679"       "100683"        "69562"        "30938"        "22214" 
##        Fam208b         Strip1         Slamf1           Hps1          Frmd6 
##             NA       "229707"        "27218"       "192236"       "319710" 
##        Tmem135         Vps13d           Sbf2           Pcm1           Pigh 
##        "72759"       "230895"       "319934"        "18536"       "110417" 
##         Ubqln1          Brix1         Anxa11         Stxbp2          Anxa6 
##        "56085"        "67832"        "11744"        "20911"        "11749" 
##       AI837181        Mapkap1           Gfi1         Jmjd1c          Baz2b 
##       "107242"       "227743"        "14581"       "108829"       "407823" 
##        Hnrnph3          Pde8a          Itsn2            Bbx         Ranbp6 
##       "432467"        "18584"        "20403"        "70508"       "240614" 
##           Btg2         Phlda3       Calcoco1        Atp6v1h        Specc1l 
##        "12227"        "27280"        "67488"       "108664"        "74392" 
##        Ppp2r5c        Fam208a          Ppil4          Parp4          Med13 
##        "26931"             NA        "67418"       "328417"       "327987" 
##        Gm15987          Srcap           Gbe1          Trib2         Sema4b 
##    "100504591"    "100043597"        "74185"       "217410"        "20352" 
##           Chfr          Agfg1         Ero1lb         Ldoc1l           Cblb 
##       "231600"        "15463"             NA             NA       "208650" 
##        Gm13157         Dyrk1a          Arl8a        S100pbp         Plgrkt 
##             NA        "13548"        "68724"        "74648"        "67759" 
##          Tulp3           Lmo4          Ptbp2           Phf2           Dgkz 
##        "22158"        "16911"        "56195"        "18676"       "104418" 
##          Ncor1          Uhrf2          Cers5         Jarid2          Manba 
##        "20185"       "109113"        "71949"        "16468"       "110173" 
##          Pnrc2           Faf2        Tmem123          Adcy7          Kdm6a 
##        "52830"        "76577"        "71929"        "11513"        "22289" 
##          Kdm3b          Mepce           Chd2        Trim30a        Proser1 
##       "277250"       "231803"       "244059"        "20128"       "212127" 
##         Mrpl43          Spg20          Arap1          Agbl5          Ap3b1 
##        "94067"       "229285"        "69710"       "231093"        "11774" 
##           Zhx2        Slc15a3           Csf1          Glyr1         Chmp1b 
##       "387609"        "65221"        "12977"        "74022"        "67064" 
##           Thra          Rap2c          Zmat5          Btbd2        Txndc11 
##        "21833"        "72065"        "67178"       "208198"       "106200" 
##          Scmh1         Spint2          Pqbp1          Efr3a       Ankrd13a 
##        "29871"        "20733"        "54633"        "76740"        "68420" 
##         Samd9l          Kpna4       Slc25a24          Mier3          Kdm5c 
##       "209086"        "16649"       "229731"       "218613"        "20591" 
##          Arel1  1700048O20Rik           Ist1       Slc25a36         Atp1b1 
##        "68497"        "69430"        "71955"       "192287"        "11931" 
##        N4bp2l1          Ethe1         Mycbp2       BC026585          Lonp2 
##       "100637"        "66071"       "105689"             NA        "66887" 
##           Oxr1           Glmp           Glg1          Dcaf8        Arl14ep 
##       "170719"        "56700"        "20340"        "98193"       "212772" 
##          Zfp62        Csnk1a1          Gstt3         Zfyve1       AI314180 
##        "22720"        "93687"       "103140"       "217695"             NA 
##          Arpc5          Mtpap          Synrg  4930523C07Rik            Mbp 
##        "67771"        "67440"       "217030"        "67647"        "17196" 
##          Tnnt2           E2f5         Mbtps1         Zfp362           Abl2 
##        "21956"        "13559"        "56453"       "230761"        "11352" 
##          Stk10         Sptan1          Diap1       Nipsnap1          Kdm4c 
##        "20868"        "20740"             NA        "18082"        "76804" 
##         Zeb2os          Ttll1          Kdm6b          Lamc1         Treml2 
##       "433424"       "319953"       "216850"       "226519"       "328833" 
##          Ncor2            Id3         Gramd4         Triobp         Gimap3 
##        "20602"        "15903"       "223752"       "110253"        "83408" 
##         Mesdc1          Kmt2a          Nipbl           Zer1          Ap3d1 
##             NA       "214162"        "71175"       "227693"        "11776" 
##        Map3k14          Tars2       Pafah1b1           Lfng          Copg2 
##        "53859"        "71807"        "18472"        "16848"        "54160" 
##          Syap1          Nfat5          Stat6           Tle4         Paip2b 
##        "67043"        "54446"        "20852"        "21888"       "232164" 
##          Foxn3        Arhgef7          Numa1          Birc2        Trappc9 
##        "71375"        "54126"       "101706"        "11797"        "76510" 
##       Tmem167b          Smek2          Bet1l  9530068E07Rik         Atp8a1 
##        "67495"             NA        "54399"       "213673"        "11980" 
##  9030617O03Rik         Pdlim2       Trp53bp1          Ndel1         Zfp710 
##             NA       "213019"        "27223"        "83431"       "209225" 
##          Ngly1          Dhx37          Sesn1         Fundc1          Fxyd6 
##        "59007"       "208144"       "140742"        "72018"        "59095" 
##          Ms4a1          Nrbp1        Herpud1         Nfatc1          Prpf8 
##        "12482"       "192292"        "64209"        "18018"       "192159" 
##        Irf2bp2           Wnk1          Rdh12          Kmt2d       Trappc2l 
##       "270110"       "232341"        "77974"       "381022"        "59005" 
##            Ddt          Smap2          Zufsp          Rab28          Cnot1 
##        "13202"        "69780"             NA       "100972"       "234594" 
##         Iqsec1  4921524J17Rik           Cish          Xrcc4          Tmcc1 
##       "232227"        "66714"        "12700"       "108138"       "330401" 
##          Lrif1          Gng10         Dnaaf5         Prkaa2          Ints1 
##       "321000"        "14700"       "433956"       "108079"        "68510" 
##        Cdc37l1          Pdrg1          Tpst2          Adprh         Fbxo18 
##        "67072"        "68559"        "22022"        "11544"             NA 
##           Mau2         Ctdsp2          Rasa4         Rmnd5b            Mga 
##        "74549"        "52468"        "54153"        "66089"        "29808" 
##         Nup210        Slc12a7        Snora70         Spata6           Tlk2 
##        "54563"        "20499"       "104368"        "67946"        "24086" 
##  2510039O18Rik           Mfng  2700081O15Rik         Lrrcc1          Cers4 
##        "77034"        "17305"             NA        "71710"        "67260" 
##        Tbc1d20           Gbp7           Gbf1          Vps4b       AI504432 
##        "67231"       "229900"       "107338"        "20479"       "229694" 
##       BC002163        Ankrd40          Cdk17         Tcf7l2      Tnfrsf13b 
##             NA        "71452"       "237459"        "21416"        "57916" 
##       Tmem132e           Rbp1       Colgalt1          Arvcf          Athl1 
##       "270893"        "19659"       "234407"        "11877"             NA 
##          Usp11  4933434E20Rik           Fhit          Stx5a         Tbxa2r 
##       "236733"        "99650"        "14198"        "56389"        "21390" 
##          Socs2         Snapin          Lin7c          Cox20          Pnrc1 
##       "216233"        "20615"        "22343"        "66359"       "108767" 
##         Nfatc3         Gpr107           Mdm4          Magi1          Sept9 
##        "18021"       "277463"        "17248"        "14924"             NA 
##         Nudt14           Msl1          Pds5b         Lpcat1         Sccpdh 
##        "66174"        "74026"       "100710"       "210992"       "109232" 
##          Cep41         Zfp263           Ubr4          Mppe1           Gopc 
##        "83922"        "74120"        "69116"       "225651"        "94221" 
##          Ilvbl           Sgsh         Fbxl14        Pou2af1         Fchsd2 
##       "216136"        "27029"       "101358"        "18985"       "207278" 
##           Brf1          Hsdl1          Ncoa2          Smek1           Irf4 
##        "72308"        "72552"        "17978"             NA        "16364" 
##          Dguok          Acss1          Tigd2          Vgll4          Acsf2 
##        "27369"        "68738"        "68140"       "232334"       "264895" 
##          Lpar6          Klhl9          Ikzf3       BC094916          Nabp1 
##        "67168"       "242521"        "22780"             NA       "109019" 
##        Sipa1l1         Nedd4l            Xpc          Gpd1l       Atp6v0e2 
##       "217692"        "83814"        "22591"       "333433"        "76252" 
##        Sh3bgrl           Cmip          Coro7           Gphn          Bank1 
##        "56726"        "74440"        "78885"       "268566"       "242248" 
##          Akap9  1810030O07Rik         Atp11b          Nmrk1          Ddx58 
##       "100986"        "69155"        "76295"       "225994"       "230073" 
##        Pik3ap1          Kdm2a          Smpd1         Cnot6l          Pias4 
##        "83490"       "225876"        "20597"       "231464"        "59004" 
##        Sh3kbp1           Rai1          Snx29         Tgoln1  4933412E12Rik 
##        "58194"        "19377"        "74478"        "22134"        "71086" 
##           Fbrs            Lat          Sh2b3       BC031181           Wibg 
##        "14123"        "16797"        "16923"       "407819"             NA 
##           Abi3          Baz2a        Prelid2       Tmem106c         Tspan6 
##        "66610"       "116848"        "77619"       "380967"        "56496" 
##           Fryl          Mtss1          Hmha1        St6gal1           Gbp4 
##        "72313"       "211401"             NA        "20440"        "17472" 
##  4932438A13Rik         Sigirr        Tbc1d17       BC028528           Cog6 
##       "229227"        "24058"       "233204"       "229600"        "67542" 
##           Chd6          Dyrk2          Srpk2          Spin1           Chd8 
##        "71389"        "69181"        "20817"        "20729"        "67772" 
##          Kmt2c          Arl5a          Hmces           Mob4           Tlr4 
##       "231051"        "75423"       "232210"        "19070"        "21898" 
##         Plxna1         Ccdc33          Vegfa      Kidins220          Ptpn7 
##        "18844"       "382077"        "22339"        "77480"       "320139" 
##       Tor1aip1          Sdcbp         Arid4b        Galnt11          Scml4 
##       "208263"        "53378"        "94246"       "231050"       "268297" 
##         Ythdf3          Cenpb         Rassf2         Trip12           Smg7 
##       "229096"        "12616"       "215653"        "14897"       "226517" 
##          Ptk2b          Foxp1         Map2k6          Usp22         Papolg 
##        "19229"       "108655"        "26399"       "216825"       "216578" 
##          Grap2          Ostf1         Zfp592          Fcrla          Itgal 
##        "17444"        "20409"       "233410"        "98752"        "16408" 
##          Pde4d         Rabep2          Syvn1          Cdk19         Fam78a 
##       "238871"        "70314"        "74126"        "78334"       "241303" 
##         Dusp11         Zscan2           Ano6           H6pd           Git2 
##        "72102"        "22691"       "105722"       "100198"        "26431" 
##        Arhgef6            Rdx       BC035044  2310001H17Rik         Tecpr1 
##        "73341"        "19684"       "232406"        "76432"        "70381" 
##          Rgs14          Bach2           Tcf4          Sipa1           Inip 
##        "51791"        "12014"        "21413"        "20469"        "66209" 
##          Bach1           Wbp1       Ppp1r12a           Midn          Ahdc1 
##        "12013"        "22377"        "17931"        "59090"       "230793" 
##          Nlrc5        Apoa1bp        Ppp1r35           Mbd4         Epsti1 
##       "434341"             NA        "69871"        "17193"       "108670" 
##          N4bp3          Fbxl5           Epc1          Prmt6          Nt5c2 
##       "212706"       "242960"        "13831"        "99890"        "76952" 
##           Pigp         Kif21b          H3f3b  6530402F18Rik         Map4k1 
##        "56176"        "16565"        "15081"        "76220"        "26411" 
##         Vps33b         Zfp330        Tmem164           Ppic         Cstf2t 
##       "233405"        "30932"       "209497"        "19038"        "83410" 
##           Dntt          Hcls1         Trmt1l         Vps37c           Jak3 
##        "21673"        "15163"        "98685"       "107305"        "16453" 
##         Grcc10         Zswim8           Irgq           Crot           Dlg1 
##        "14790"       "268721"       "210146"        "74114"        "13383" 
##        Ankrd11          Cd1d2        Akirin1         Srfbp1          Kdm5a 
##        "77087"        "12480"        "68050"        "67222"       "214899" 
##          Zgpat         Tvp23b          Rbm39          Nr1d2           Grb7 
##       "229007"        "67510"       "170791"       "353187"        "14786" 
##         Entpd1          Bahd1           Fjx1        Atg16l2           Pctp 
##        "12495"       "228536"        "14221"        "73683"        "18559" 
##       Hnrnpul1         Prkacb       AI467606         Atp8b2          Dock2 
##       "232989"        "18749"       "101602"        "54667"        "94176" 
##          Hmcn1          Wipf1         Osbpl9           Phyh        Pitpnm1 
##       "545370"       "215280"       "100273"        "16922"        "18739" 
##            Dst           Rnf2          Serp1         Pfkfb3         Unc13d 
##        "13518"        "19821"        "28146"       "170768"        "70450" 
##           Cib1          Mlxip          Cep68           Klk8          Hmox2 
##        "23991"       "208104"       "216543"       "259277"        "15369" 
##          Ptprc          Lrp10          Il3ra           Chd9  2310035C23Rik 
##        "19264"        "65107"        "16188"       "109151"             NA 
##          Prdx3          Tmed4          Traf4        Tnfaip8          Erap1 
##        "11757"       "103694"        "22032"       "106869"        "80898" 
##         Mrgpre         Ormdl3  2610307P16Rik         Arid1a       Hist3h2a 
##       "244238"        "66612"        "72518"        "93760"             NA 
##         Sec16a          Kcna3            Tec           Ddx6         Snap47 
##       "227648"        "16491"        "21682"        "13209"        "67826" 
##         Akap13          Dusp6          Dscr3       Traf3ip3            Bax 
##        "75547"        "67603"             NA       "215243"        "12028" 
##           Hbp1        Csnk1g2           Btg1       Traf3ip2          Fcho1 
##        "73389"       "103236"        "12226"       "103213"        "74015" 
##           Invs          Stat1        Arhgef2          Mcts2          Ostm1 
##        "16348"        "20846"        "16800"        "66405"        "14628" 
##          Klf13           Ing4          Sh2b1           Mdm2           Smg1 
##        "50794"        "28019"        "20399"        "17246"       "233789" 
##         Clasp1         Zfp646          Zfp94         Smim14         Antxr2 
##        "76707"       "233905"        "22756"        "68552"        "71914" 
##            Spn            Cnp           Setx  4930597A21Rik         Stxbp1 
##        "20737"        "12799"       "269254"        "75389"        "20910" 
##           Bptf        Lamtor4          Inpp1           Thbd          Bfsp2 
##       "207165"        "66096"        "16329"        "21824"       "107993" 
##          Crlf2       AW112010         Rnasek           Abi1            B2m 
##        "57914"       "107350"        "52898"        "11308"        "12010" 
##         Pcmtd2        Gltscr1        St8sia4         March7  A230046K03Rik 
##       "245867"             NA        "20452"             NA             NA 
##            Tk2        Zcchc24          Ttyh3          Saraf         Psme2b 
##        "57813"        "71918"        "78339"        "67887"       "621823" 
##           Ctsc         Rassf5         Vpreb2         Nfkbie         Tespa1 
##        "13032"        "54354"        "22363"        "18037"        "67596" 
##         Trim27           Ttc5          Phf12            Wls        Prkar1a 
##        "19720"       "219022"       "268448"        "68151"        "19084" 
##          Gosr1          Ntng2         Map3k1           Cd38         Ndfip1 
##        "53334"       "171171"        "26401"        "12494"        "65113" 
##         Med13l           Irf1        Tspan14         Entpd5         Ankfy1 
##        "76199"        "16362"        "52588"        "12499"        "11736" 
##           Sufu          Uggt1           Sit1          Capn7         Plscr3 
##        "24069"       "320011"        "54390"        "12339"        "70310" 
##         Pik3cg          Sash3         Smim24        Zdhhc18         Pik3r4 
##        "30955"        "74131"        "72273"       "503610"        "75669" 
##          Nr1h2          Kat6a        Slc41a1          Napsa          S1pr4 
##        "22260"       "244349"        "98396"        "16541"        "13611" 
##          Capsl         Cep250          Rab4b        Smarcd2          Icam2 
##        "75568"        "16328"        "19342"        "83796"        "15896" 
##         Polr2a        Dync1h1         Slain2           Ehd2          Rab21 
##        "20020"        "13424"        "75991"       "259300"       "216344" 
##         Eif4e3        Jakmip1           Utrn          As3mt         Cacnb1 
##        "66892"        "76071"        "22288"        "57344"        "12295" 
##          Itpr2          Wdtc1         Kansl1         Ccdc97         Supt20 
##        "16439"       "230796"        "76719"        "52132"        "56790" 
##          Hdac8         Map3k3         Dynlt3           Ier2          Usp24 
##        "70315"        "26406"        "67117"        "15936"       "329908" 
##          Birc3        Plekhm1          Cnot2          Top3b           Akna 
##        "11796"       "353047"        "72068"        "21976"       "100182" 
##         Tomm34        Slc17a9         Slc9a1          Prkd2           Irf2 
##        "67145"       "228993"        "20544"       "101540"        "16363" 
##          Acyp1         Map4k4           Snx8          Cdh24        Sdr39u1 
##        "66204"        "26921"       "231834"       "239096"       "654795" 
##          Snx30           Rpia         Slain1       Slc25a11         Man2a2 
##       "209131"        "19895"       "105439"        "67863"       "140481" 
##           Grap         Gabpb1           Ly6e           Akt1          Rab3a 
##        "71520"        "14391"        "17069"        "11651"        "19339" 
##           Men1          Hmgn3           Rere          Tgfb1         Tmem64 
##        "17283"        "94353"        "68703"        "21803"       "100201" 
##         Ubqln2         Tnrc18          Sec63        Atp13a2        Ppp1r9b 
##        "54609"       "231861"       "140740"        "74772"       "217124" 
##         Arpc5l          Gpr18           Sun2            Nnt          Myo1c 
##        "74192"       "110168"       "223697"        "18115"        "17913" 
##          Cmtm6          Gpbp1          Casd1          Abcd1        Spata13 
##        "67213"        "73274"       "213819"        "11666"       "219140" 
##         Unc45a         Prrc2c       Hsd17b11            Evl        Arhgap4 
##       "101869"       "226562"       "114664"        "14026"       "171207" 
##          Plin3          S1pr1          Ttpal        Zcchc11          Gstp1 
##        "66905"        "13609"        "76080"             NA        "14870" 
##         Ube2d1          Myo9b           Jak1           Acy3          Mief2 
##       "216080"        "17925"        "16451"        "71670"       "237781" 
##         Pyhin1         Prrc2b       Arhgap25           Irf5         Snap29 
##             NA       "227723"       "232201"        "27056"        "67474" 
##         Lypla2           Tcn2         Mum1l1          Zmiz1         Sh2d3c 
##        "26394"        "21452"             NA       "328365"        "27387" 
##           Pkn1         Nudcd3         Inpp5d          Dock8         Armcx2 
##       "320795"       "209586"        "16331"        "76088"        "67416" 
##          Hip1r           Wsb1          Sept6         Commd3           Alpl 
##        "29816"        "78889"             NA        "12238"        "11647" 
##       BC017643       Trp53i11        Pip5k1c            Lyn          Txnip 
##             NA       "277414"        "18717"        "17096"        "56338" 
##          Gdf11          Prkcd           Gng2          Plcg1           Cbx4 
##        "14561"        "18753"        "14702"        "18803"        "12418" 
##         Phlpp1           Mcl1         Ifi203          Stat4           Pten 
##        "98432"        "17210"        "15950"        "20849"        "19211" 
##       Rabgap1l         Csrnp1           Cds2       Ankrd13d       Pafah1b3 
##        "29809"       "215418"       "110911"        "68423"        "18476" 
##           Gse1         Dab2ip         Zmynd8        B4galt1           Cd36 
##       "382034"        "69601"       "228880"        "14595"        "12491" 
##           Ric8           Adnp          Rasa3       Slc9a3r1         Malat1 
##             NA        "11538"        "19414"        "26941"        "72289" 
##           Srgn  4931429I11Rik          Maml1         Eif4a2           Hes1 
##        "19073"             NA       "103806"        "13682"        "15205" 
##          Fcrl6          Snx20         Sptbn1         Ppp3cc          Ddx17 
##       "677296"        "71607"        "20742"        "19057"        "67040" 
##        Slc38a2         Iqgap1         Prdm14  E130308A19Rik         Zfp292 
##        "67760"        "29875"       "383491"       "230259"        "30046" 
##          Ccng1         Trim11       Tmem106b       Arhgap15       Tbc1d10c 
##        "12450"        "94091"        "71900"        "76117"       "108995" 
##            Son          Runx1          Mgst1          Rragd         Stk17b 
##        "20658"        "12394"        "56615"        "52187"        "98267" 
##           Map7         Hdac11        Gm11346        Slc25a1           Cap1 
##        "17761"       "232232"        "76024"        "13358"        "12331" 
##           Rin3          Kmt2e          Crip2          Prkcb         Ttll11 
##       "217835"        "69188"        "68337"        "18751"        "74410" 
##          Abhd2          Csrp2          Hint2         Agpat9       Suv420h1 
##        "54608"        "13008"        "68917"             NA             NA 
##         Txnrd3          Nrros         Mcoln2         Arid5a         Hibadh 
##       "232223"       "224109"        "68279"       "214855"        "58875" 
##         Lman2l          Epha2         Zcchc7         Bckdha          Dock9 
##       "214895"        "13836"       "319885"        "12039"       "105445" 
##        Pik3ip1          Ifi27         Selplg          Cytip          Prkcq 
##       "216505"        "52668"        "20345"       "227929"        "18761" 
##         Pced1b          Top2b       Serpinf1         Gm4759          Rptor 
##       "239647"        "21974"        "20317"             NA        "74370" 
##        Tmem243  1700030K09Rik  1110004F10Rik         Zfp608         Ptpn22 
##       "652925"        "72254"        "56372"       "269023"        "19260" 
##        Tsc22d4           Gbp9          Sirt3           Chd4           Lcp2 
##             NA       "236573"        "64384"       "107932"        "16822" 
##          Otub2          Mfsd6           Cerk          Nucb1         Notch1 
##        "68149"        "98682"       "223753"        "18220"        "18128" 
##           Smtn           Phip       Zkscan17         Ipcef1        Tspan32 
##        "29856"        "83946"       "268417"       "320495"        "27027" 
##          Tnks2           Dok3         Adrbk1           Nsd1          Casp8 
##        "74493"        "27261"             NA        "18193"        "12370" 
##            Bcr         Ablim1          Pcbp3          Gstt2          Esyt2 
##       "110279"       "226251"        "59093"        "14872"        "52635" 
##          N4bp2         Ifngr2           Cd93         Sdhaf2        Cbfa2t3 
##       "333789"        "15980"        "17064"        "66072"        "12398" 
##          Capn2           Aff1           Lhpp         Slc2a9        Mir8091 
##        "12334"        "17355"        "76429"       "117591"    "102465884" 
##          Limd2         Glipr1        Slc30a4        Fam107b         Adssl1 
##        "67803"        "73690"        "22785"        "66540"        "11565" 
##          Ypel3  D930015E06Rik          Gngt2         Fam20b          Mef2d 
##        "66090"             NA        "14710"       "215015"        "17261" 
##           Clk4          Mgat1           Acpp          F13a1         Marcks 
##        "12750"        "17308"        "56318"        "74145"        "17118" 
##       Tnfrsf19           Mzb1        Pcdhb22         Fbxl12        Themis2 
##        "29820"        "69816"        "93893"        "30843"       "230787" 
##            Aes         B3gnt5           Sdc4        Tmem263  2900026A02Rik 
##             NA       "108105"        "20971"       "103266"       "243219" 
##          Xrcc6          Arl5c          Dusp2         Hivep2        Edaradd 
##        "14375"       "217151"        "13537"        "15273"       "171211" 
##          Pde4b           Dpp4           Acp6         Clint1        Tnfsf10 
##        "18578"        "13482"        "66659"       "216705"        "22035" 
##          Pold4          Mgea5         Klhl24           Gga2           Ets1 
##        "69745"             NA        "75785"        "74105"        "23871" 
##          Orai2           Bin1          Cxxc5        C1galt1          Gm525 
##       "269717"        "30948"        "67393"        "94192"       "217071" 
##           Ccm2          Cabp4          Mgst2        Cacna1e          Kdm5b 
##       "216527"        "73660"       "211666"        "12290"        "75605" 
##        Chchd10        Arhgdib           Myl2         Ankrd6           Selm 
##       "103172"        "11857"        "17906"       "140577"             NA 
##          Tor4a         Dock10         Phldb3          Ccm2l        Cep170b 
##       "227612"       "210293"       "232970"       "228788"       "217882" 
##           Egr1           Cd53          Rgs18         B3gnt8            Cat 
##        "13653"        "12508"        "64214"       "232984"        "12359" 
##           Cd37          Fubp1        Ubash3a           Psd4        Apobec1 
##        "12493"        "51886"       "328795"       "215632"        "11810" 
##           Il7r           Sox4           Stk4           Elk4            Bmf 
##        "16197"        "20677"        "58231"        "13714"       "171543" 
##           Aff3          Scn4b          Plcb2           Rag2         Fam65a 
##        "16764"       "399548"        "18796"        "19374"             NA 
##          Sytl1          Cd79b           Adh1           Rac2          Myo7a 
##       "269589"        "15985"        "11522"        "19354"        "17921" 
##         Cdkn1a         Slamf6          Tapt1         Map4k2          Lrrn3 
##        "12575"        "30925"       "231225"        "26412"        "16981" 
##           Dgkd         Sh3bp5          Hdac7           Ddx5          Mmrn1 
##       "227333"        "24056"        "56233"        "13207"        "70945" 
##           Blnk            Syk       Ppp1r16b          Neil1        Slc12a6 
##        "17060"        "20963"       "228852"        "72774"       "107723" 
##          Itpkb           Lef1         Smim20          Eef2k          Susd1 
##       "320404"        "16842"        "66278"        "13631"       "634731" 
##            Myb      Trp53inp1         Pbxip1        Dnajc21         Tm6sf1 
##        "17863"        "60599"       "229534"        "78244"       "107769" 
##           Clk1          Rrm2b        Plekha2         Lgals9           Elf1 
##        "12747"       "382985"        "83436"        "16859"        "13709" 
##          Cd1d1         Gimap1         Elovl6        Slc35f3          Ptgr1 
##        "12479"        "16205"       "170439"       "210027"        "67103" 
##        Unc93b1         Il17ra         Cyfip2           Mgmt          Pqlc3 
##        "54445"        "16172"        "76884"        "17314"       "217430" 
##            Dck           Cd19         Pik3cd           Myl4          Rcsd1 
##        "13178"        "12478"        "18707"        "17896"       "226594" 
##           Nkd2        Ptprcap         Inafm2           Rag1         Zfp386 
##        "72293"        "19265"    "100043272"        "19373"        "56220" 
##         Ube2j1         Akap12        Snora33           Tcf3        Tnfaip3 
##        "56228"        "83397"    "100529074"        "21423"        "21929" 
##         Hp1bp3           Drc7          Chst3        Kansl1l           Pgls 
##        "15441"       "330830"        "53374"        "68691"        "66171" 
##  2610524H06Rik           Lig4        Gm17296        Siglecg            Xlr 
##       "330173"       "319583"             NA       "243958"        "22441" 
##           Ly6d           Mlec          Cd79a         Carns1          Bace1 
##        "17068"       "109154"        "12518"       "107239"        "23821" 
##         Pcmtd1           Spib           H1f0        Smarca4          Wdfy4 
##       "319263"       "272382"        "14958"        "20586"       "545030" 
##           Gmfg          Clic6         Vpreb3         Impdh1       Stambpl1 
##        "63986"       "209195"        "22364"        "23917"        "76630" 
##          Ephx1           Il16           Cd72        Eif2ak3            Erg 
##        "13849"        "16170"        "12517"        "13666"        "13876" 
##          Klhl6         Cnksr3         Plxdc1           Gpam         Slamf7 
##       "239743"       "215748"        "72324"        "14732"        "75345" 
##         Sft2d2          Cyth1           Gjc2          Ccnd3          Foxo1 
##       "108735"        "19157"       "118454"        "12445"        "56458" 
##        Tspan13          Pde2a         B3gnt2           Tifa           Ppt1 
##        "66109"       "207728"        "53625"       "211550"        "19063" 
##       Ankrd33b           Ebf1         Fam65b           Pax5         Atp2a3 
##        "67434"        "13591"             NA        "18507"        "53313" 
##          Enpep      Epb4.1l4b          Bcl7a          Nedd9            Snn 
##        "13809"             NA        "77045"        "18003"        "20621" 
##         Camk2d           Bst1          Gfra1          Arntl         Fam53b 
##       "108058"        "12182"        "14585"        "11865"        "77938" 
##         Cdkn2a          Igll1        Fam129c          Cplx2         Adgrg1 
##        "12578"        "16136"             NA        "12890"        "14766" 
##         Vpreb1         Smtnl2       Cyb561a3         Clec2d         Cep164 
##        "22362"       "276829"       "225912"        "93694"       "214552" 
##         Tmem98         Adgrf1          Rps4l         Arpp21           Thy1 
##       "103743"        "77596"        "66184"        "74100"        "21838" 
##            Blk         Steap4          Myl10         Mir7-1        Snora68 
##        "12143"       "117167"        "59310"       "723902"       "104370" 
##        Snord89        Mir3101       Snord83b 
##    "100217461"    "100526505"    "100302601"
# make a data frame from the named vector
symbols_df <- data.frame(
  gene_symbol = names(symbols_vector), # names() extracts the name of the vector's elements
  entrez_id  = symbols_vector)

symbols_df
##                   gene_symbol entrez_id
## Snord104             Snord104 100216537
## Mir25                   Mir25    723926
## Snora64               Snora64    104366
## Slc4a1                 Slc4a1     20533
## Gypa                     Gypa     14934
## Epb4.2                 Epb4.2      <NA>
## Car1                     Car1     12346
## Aldh1a1               Aldh1a1     11668
## Ermap                   Ermap     27028
## Pdzk1ip1             Pdzk1ip1     67182
## Nxpe2                   Nxpe2     78252
## Ces2g                   Ces2g     72361
## Dmtn                     Dmtn     13829
## Rhd                       Rhd     19746
## Spta1                   Spta1     20739
## Tmcc2                   Tmcc2     68875
## Alas2                   Alas2     11656
## Aqp1                     Aqp1     11826
## March8                 March8      <NA>
## Kel                       Kel     23925
## Rhag                     Rhag     19743
## Hba-a1                 Hba-a1     15122
## Add2                     Add2     11519
## Sptb                     Sptb     20741
## Hba-a2                 Hba-a2    110257
## Hbb-b1                 Hbb-b1     15129
## Slc38a5               Slc38a5    209837
## Snca                     Snca     20617
## Apol8                   Apol8    239552
## Trim10                 Trim10     19824
## Btnl10                 Btnl10    192194
## Rsad2                   Rsad2     58185
## Cldn13                 Cldn13     57255
## Klf1                     Klf1     16596
## Hemgn                   Hemgn     93966
## Ypel4                   Ypel4    241525
## Mfsd2b                 Mfsd2b    432628
## Hbb-bt                 Hbb-bt 101488143
## Tspan33               Tspan33    232670
## Slc6a9                 Slc6a9     14664
## Tspo2                   Tspo2     70026
## Lmna                     Lmna     16905
## Fn3k                     Fn3k     63828
## Gata1                   Gata1     14460
## Rab3il1               Rab3il1     74760
## 1300017J02Rik   1300017J02Rik      <NA>
## Ryk                       Ryk     20187
## Samd14                 Samd14    217125
## Fam46c                 Fam46c      <NA>
## Tal1                     Tal1     21349
## Epor                     Epor     13857
## Tnfaip2               Tnfaip2     21928
## Ackr1                   Ackr1     13349
## Pklr                     Pklr     18770
## Ank1                     Ank1     11733
## Spire1                 Spire1     68166
## Slfn14                 Slfn14    237890
## Smox                     Smox    228608
## Fhdc1                   Fhdc1    229474
## Rgcc                     Rgcc     66214
## Stfa2                   Stfa2     20862
## Saa3                     Saa3     20210
## Wfdc17                 Wfdc17 100034251
## Stom                     Stom     13830
## Specc1                 Specc1    432572
## Ppbp                     Ppbp     57349
## Fam109b               Fam109b      <NA>
## Paqr9                   Paqr9     75552
## Cd5l                     Cd5l     11801
## Redrum                 Redrum     77433
## Gfi1b                   Gfi1b     14582
## S100a4                 S100a4     20198
## Hbq1b                   Hbq1b    544763
## Trim58                 Trim58    216781
## Gm867                   Gm867    333670
## Ifitm3                 Ifitm3     66141
## Prg2                     Prg2     19074
## Tmod1                   Tmod1     21916
## Tinagl1               Tinagl1     94242
## Fech                     Fech     14151
## Cdr2                     Cdr2     12585
## Nfe2                     Nfe2     18022
## St3gal5               St3gal5     20454
## Abcb10                 Abcb10     56199
## Alad                     Alad     17025
## Fermt1                 Fermt1    241639
## Bex4                     Bex4    406217
## Slc16a10             Slc16a10     72472
## Hmbs                     Hmbs     15288
## Blvrb                   Blvrb    233016
## Tyrobp                 Tyrobp     22177
## Mgst3                   Mgst3     66447
## St5                       St5      <NA>
## Chac2                   Chac2     68044
## Ccl5                     Ccl5     20304
## Sowaha                 Sowaha    237761
## Gstm5                   Gstm5     14866
## Isg20                   Isg20     57444
## Fcna                     Fcna     14133
## Apoe                     Apoe     11816
## Gda                       Gda     14544
## Snx22                   Snx22    382083
## Isg15                   Isg15 100038882
## BC100530             BC100530      <NA>
## Wapal                   Wapal      <NA>
## Fcer1g                 Fcer1g     14127
## Arrb1                   Arrb1    109689
## Icam4                   Icam4     78369
## Dhrs11                 Dhrs11    192970
## Bpgm                     Bpgm     12183
## Pglyrp1               Pglyrp1     21946
## Klf3                     Klf3     16599
## Ppp1r15a             Ppp1r15a     17872
## Stfa3                   Stfa3     20863
## Rnase12               Rnase12    497106
## Jchain                 Jchain     16069
## Creg1                   Creg1    433375
## Grina                   Grina     66168
## Csf1r                   Csf1r     12978
## S100a8                 S100a8     20201
## Gclm                     Gclm     14630
## Lcn2                     Lcn2     16819
## Stfa2l1               Stfa2l1    268885
## Ifitm6                 Ifitm6    213002
## Fads3                   Fads3     60527
## Slpi                     Slpi     20568
## Stard10               Stard10     56018
## S100a9                 S100a9     20202
## Sphk1                   Sphk1     20698
## Sept8                   Sept8      <NA>
## Hp                         Hp     15439
## Lmo2                     Lmo2     16909
## Cln8                     Cln8     26889
## Gm5424                 Gm5424    432466
## Mt2                       Mt2     17750
## Slc25a37             Slc25a37     67712
## Lyz2                     Lyz2     17105
## Gm5483                 Gm5483      <NA>
## Ngp                       Ngp     18054
## Hagh                     Hagh     14651
## Slc22a4               Slc22a4     30805
## Rhoj                     Rhoj     80837
## Ccnd1                   Ccnd1     12443
## Apol11b               Apol11b    328563
## Gpx1                     Gpx1     14775
## Olfm1                   Olfm1     56177
## Camp                     Camp     12796
## Fam117a               Fam117a    215512
## Urod                     Urod     22275
## Igfbp7                 Igfbp7     29817
## Car2                     Car2     12349
## C1qc                     C1qc     12262
## Ddit4                   Ddit4     74747
## Wfdc21                 Wfdc21     66107
## Lst1                     Lst1     16988
## Mgll                     Mgll     23945
## Pf4                       Pf4     56744
## Rgs10                   Rgs10     67865
## Mpo                       Mpo     17523
## Pigq                     Pigq     14755
## Epb4.1                 Epb4.1      <NA>
## Ear2                     Ear2     13587
## Ifrd2                   Ifrd2     15983
## Odc1                     Odc1     18263
## Lhx2                     Lhx2     16870
## H2-T24                 H2-T24     15042
## Anxa2                   Anxa2     12306
## Zfpm1                   Zfpm1     22761
## Il1b                     Il1b     16176
## Tfrc                     Tfrc     22042
## C3                         C3     12266
## Pcp4                     Pcp4     18546
## Fth1                     Fth1     14319
## Hoxb7                   Hoxb7     15415
## Cebpb                   Cebpb     12608
## Rap1gap2             Rap1gap2    380711
## Ppap2a                 Ppap2a      <NA>
## Prdx2                   Prdx2     21672
## Prkar2b               Prkar2b     19088
## Prtn3                   Prtn3     19152
## Abcb4                   Abcb4     18670
## C1qa                     C1qa     12259
## H2-Ea-ps             H2-Ea-ps      <NA>
## Cd74                     Cd74     16149
## Dapk2                   Dapk2     13143
## Rps28                   Rps28     54127
## Mcam                     Mcam     84004
## Gem                       Gem     14579
## Ank                       Ank     11732
## Mpeg1                   Mpeg1     17476
## Ltf                       Ltf     17002
## Cybb                     Cybb     13058
## Rps10                   Rps10     67097
## Ubac1                   Ubac1     98766
## Rpl36                   Rpl36     54217
## Adcy6                   Adcy6     11512
## H2-Aa                   H2-Aa     14960
## Ube2l6                 Ube2l6     56791
## Trak2                   Trak2     70827
## March2                 March2      <NA>
## Tbc1d30               Tbc1d30     74694
## Cmc2                     Cmc2     66531
## Ctsb                     Ctsb     13030
## Rps18                   Rps18     20084
## Glrx5                   Glrx5     73046
## 1110038B12Rik   1110038B12Rik     68763
## Atpif1                 Atpif1     11983
## Rexo2                   Rexo2    104444
## Olfm4                   Olfm4    380924
## Cpox                     Cpox     12892
## Phf10                   Phf10     72057
## Pkdcc                   Pkdcc    106522
## Bsg                       Bsg     12215
## Gypc                     Gypc     71683
## Cfp                       Cfp     18636
## Optn                     Optn     71648
## Hmox1                   Hmox1     15368
## Emp3                     Emp3     13732
## Foxf2                   Foxf2     14238
## Cpne2                   Cpne2    234577
## Rps2                     Rps2     16898
## Clec4n                 Clec4n     56620
## Tk1                       Tk1     21877
## Rpl14                   Rpl14     67115
## Pdgfb                   Pdgfb     18591
## Vcam1                   Vcam1     22329
## Rpsa                     Rpsa     16785
## Rps25                   Rps25     75617
## Cd9                       Cd9     12527
## Rplp1                   Rplp1     56040
## C1qb                     C1qb     12260
## Rplp0                   Rplp0     11837
## Rpl10a                 Rpl10a     19896
## Hsp90ab1             Hsp90ab1     15516
## Rps29                   Rps29     20090
## Hebp1                   Hebp1     15199
## Fahd1                   Fahd1     68636
## Ybx3                     Ybx3     56449
## Rps12                   Rps12     20042
## Impdh2                 Impdh2     23918
## Ass1                     Ass1     11898
## Igf2                     Igf2     16002
## Birc5                   Birc5     11799
## Nt5c3                   Nt5c3    107569
## Rpl4                     Rpl4     67891
## Rab7b                   Rab7b    226421
## Slc40a1               Slc40a1     53945
## Slc29a1               Slc29a1     63959
## Rpl3                     Rpl3     27367
## Tubb5                   Tubb5     22154
## Rpl36a                 Rpl36a     19982
## Rpl12                   Rpl12    269261
## Adrb2                   Adrb2     11555
## Slc25a39             Slc25a39     68066
## Tlr7                     Tlr7    170743
## Gzma                     Gzma     14938
## Hoxb8                   Hoxb8     15416
## Rpl35                   Rpl35     66489
## Rpl11                   Rpl11     67025
## Rpl32                   Rpl32     19951
## Eef1b2                 Eef1b2     55949
## Vopp1                   Vopp1    232023
## Gnb2l1                 Gnb2l1      <NA>
## Pkm                       Pkm     18746
## Tmem14c               Tmem14c     66154
## Tcp1                     Tcp1     21454
## Rpl37                   Rpl37     67281
## Plbd1                   Plbd1     66857
## Slc43a1               Slc43a1     72401
## Rplp2                   Rplp2     67186
## Ptdss2                 Ptdss2     27388
## Rps27a                 Rps27a     78294
## Uqcc2                   Uqcc2     67267
## Mki67                   Mki67     17345
## Ndufb9                 Ndufb9     66218
## Eef1a1                 Eef1a1     13627
## Memo1                   Memo1     76890
## Gpx4                     Gpx4    625249
## Ranbp10               Ranbp10     74334
## Ndufv3                 Ndufv3     78330
## Smpdl3b               Smpdl3b    100340
## Cks1b                   Cks1b     54124
## Dnajb2                 Dnajb2     56812
## Pnpo                     Pnpo    103711
## Cd82                     Cd82     12521
## Rps6                     Rps6     20104
## Cxcr3                   Cxcr3     12766
## Rpl28                   Rpl28     19943
## Ube2c                   Ube2c     68612
## Ell2                     Ell2    192657
## Mrpl28                 Mrpl28     68611
## Fn1                       Fn1     14268
## Tuba1b                 Tuba1b     22143
## Tubb4b                 Tubb4b    227613
## Ppil1                   Ppil1     68816
## Rpl7a                   Rpl7a     27176
## H2-Eb1                 H2-Eb1     14969
## Rps23                   Rps23     66475
## Rps5                     Rps5     20103
## Adk                       Adk     11534
## Rpl41                   Rpl41     67945
## Cd47                     Cd47     16423
## Rpl19                   Rpl19     19921
## Irf7                     Irf7     54123
## Rpl6                     Rpl6     19988
## Uba52                   Uba52     22186
## S100a6                 S100a6     20200
## Ppox                     Ppox     19044
## Rpl13                   Rpl13    270106
## Sntb1                   Sntb1     20649
## Ctsd                     Ctsd     13033
## Msrb1                   Msrb1     27361
## Cdt1                     Cdt1     67177
## Mkrn1                   Mkrn1     54484
## Rpl24                   Rpl24     68193
## Rps15                   Rps15     20054
## Tsc22d3               Tsc22d3     14605
## BC117090             BC117090      <NA>
## Rbm38                   Rbm38     56190
## Rps17                   Rps17     20068
## Eif3i                   Eif3i     54709
## Itsn1                   Itsn1     16443
## Rps8                     Rps8     20116
## Eef1g                   Eef1g     67160
## Rpl23a                 Rpl23a    268449
## Anp32b                 Anp32b     67628
## H2-Ab1                 H2-Ab1     14961
## Rpl17                   Rpl17    319195
## Rad23a                 Rad23a     19358
## Rpl9                     Rpl9     20005
## Pabpc1                 Pabpc1     18458
## Pcyt1a                 Pcyt1a     13026
## Rps21                   Rps21     66481
## Cd200                   Cd200     17470
## Hspa8                   Hspa8     15481
## Pkmyt1                 Pkmyt1    268930
## Gtf2f1                 Gtf2f1     98053
## Rps13                   Rps13     68052
## Rpl34-ps1           Rpl34-ps1    619547
## Rpl8                     Rpl8     26961
## Cox6b2                 Cox6b2    333182
## Ly6c2                   Ly6c2 100041546
## Rpl27a                 Rpl27a     26451
## Fam213a               Fam213a      <NA>
## Dek                       Dek    110052
## Lsm2                     Lsm2     27756
## Rpl14-ps1           Rpl14-ps1 100040970
## 2410015M20Rik   2410015M20Rik      <NA>
## Rpl27                   Rpl27     19942
## Hn1l                     Hn1l      <NA>
## Ifi27l2a             Ifi27l2a     76933
## Psmb1                   Psmb1     19170
## Rpl7                     Rpl7     19989
## Rps26                   Rps26     27370
## Rps3                     Rps3     27050
## Cox7a2l               Cox7a2l     20463
## Rpl35a                 Rpl35a     57808
## Mrpl18                 Mrpl18     67681
## Rpl23                   Rpl23     65019
## Psmb8                   Psmb8     16913
## Rps4x                   Rps4x     20102
## Icosl                   Icosl     50723
## Lgmn                     Lgmn     19141
## Npm1                     Npm1     18148
## Dpy30                   Dpy30     66310
## Pfdn6                   Pfdn6     14976
## Mcm7                     Mcm7     17220
## Csnk2b                 Csnk2b     13001
## Hint1                   Hint1     15254
## 1110001J03Rik   1110001J03Rik      <NA>
## Gmnn                     Gmnn     57441
## Ldha                     Ldha     16828
## Ccne1                   Ccne1     12447
## Rab26os               Rab26os     75614
## Rasd1                   Rasd1     19416
## Mcm6                     Mcm6     17219
## Lsp1                     Lsp1     16985
## Nipa1                   Nipa1    233280
## Tpi1                     Tpi1     21991
## Rpl5                     Rpl5 100503670
## Myl12b                 Myl12b     67938
## Eif2ak1               Eif2ak1     15467
## Rps14                   Rps14     20044
## Hip1                     Hip1    215114
## Eef1d                   Eef1d     66656
## Polr1c                 Polr1c     20016
## Trf                       Trf     22041
## Tomm6                   Tomm6     66119
## Rpl10                   Rpl10    110954
## Ndufv2                 Ndufv2     72900
## Picalm                 Picalm    233489
## Sema6d                 Sema6d    214968
## U2af1                   U2af1    108121
## Msrb3                   Msrb3    320183
## Vars                     Vars     22321
## Rpl18a                 Rpl18a     76808
## Slc7a5                 Slc7a5     20539
## Efna1                   Efna1     13636
## Rnf10                   Rnf10     50849
## Tuba1c                 Tuba1c     22146
## Rps16                   Rps16     20055
## Rps3a1                 Rps3a1     20091
## Nap1l1                 Nap1l1     53605
## Tuba4a                 Tuba4a     22145
## Oxct1                   Oxct1     67041
## Igf2os                 Igf2os    111975
## Neat1                   Neat1     66961
## Rpl13a                 Rpl13a     22121
## Zfp36l2               Zfp36l2     12193
## Rps20                   Rps20     67427
## Cdc37                   Cdc37     12539
## Snora26               Snora26 100313943
## Abcb6                   Abcb6     74104
## Khsrp                   Khsrp     16549
## Ndufb10               Ndufb10     68342
## Elovl5                 Elovl5     68801
## Slc25a38             Slc25a38    208638
## Mcm5                     Mcm5     17218
## Pxdc1                   Pxdc1     66895
## AI662270             AI662270 100043636
## Rpl26                   Rpl26     19941
## Metap2                 Metap2     56307
## Tceb2                   Tceb2      <NA>
## Mrpl2                   Mrpl2     27398
## Phb2                     Phb2     12034
## Carm1                   Carm1     59035
## Cyb5a                   Cyb5a    109672
## Fzr1                     Fzr1     56371
## Rpl29                   Rpl29     19944
## Sell                     Sell     20343
## Isca1                   Isca1     69046
## Chaf1a                 Chaf1a     27221
## Rpl37a                 Rpl37a     19981
## Eif3g                   Eif3g     53356
## Mtch1                   Mtch1     56462
## Metrn                   Metrn     70083
## Ncs1                     Ncs1     14299
## Myl12a                 Myl12a     67268
## Slc14a1               Slc14a1    108052
## Lamb2                   Lamb2     16779
## Asns                     Asns     27053
## Chil3                   Chil3     12655
## Npm3                     Npm3     18150
## Sdc3                     Sdc3     20970
## Fen1                     Fen1     14156
## Cotl1                   Cotl1     72042
## Grb10                   Grb10     14783
## Hdgf                     Hdgf     15191
## Hs3st2                 Hs3st2    195646
## Bola3                   Bola3     78653
## Ccna2                   Ccna2     12428
## Pdzd4                   Pdzd4    245469
## Ppp2r4                 Ppp2r4      <NA>
## Cyc1                     Cyc1     66445
## Abhd4                   Abhd4    105501
## Mrps34                 Mrps34     79044
## Snrpd2                 Snrpd2    107686
## Rnf123                 Rnf123     84585
## Uros                     Uros     22276
## Mab21l2               Mab21l2     23937
## E2f4                     E2f4    104394
## Lig1                     Lig1     16881
## Golm1                   Golm1    105348
## Rabgef1               Rabgef1     56715
## Sorl1                   Sorl1     20660
## Aif1                     Aif1     11629
## Rhoa                     Rhoa     11848
## Dnajb4                 Dnajb4     67035
## Nme2                     Nme2     18103
## Tipin                   Tipin     66131
## Atp5h                   Atp5h     71679
## Fbl                       Fbl     14113
## Cox5a                   Cox5a     12858
## Rpl31                   Rpl31    114641
## Tom1l1                 Tom1l1     71943
## Uqcr11                 Uqcr11     66594
## Sdhd                     Sdhd     66925
## Mcm2                     Mcm2     17216
## Stub1                   Stub1     56424
## Trim59                 Trim59     66949
## Oas3                     Oas3    246727
## Cd68                     Cd68     12514
## Rpl34                   Rpl34     68436
## Cd160                   Cd160     54215
## Rpl18                   Rpl18     19899
## Gapdh                   Gapdh     14433
## Dnmt1                   Dnmt1     13433
## Mns1                     Mns1     17427
## Dcps                     Dcps     69305
## Naca                     Naca     17938
## Sod1                     Sod1     20655
## Rnase11               Rnase11    497113
## Klhdc3                 Klhdc3     71765
## Aplp2                   Aplp2     11804
## Glo1                     Glo1    109801
## H2afz                   H2afz      <NA>
## Slc25a5               Slc25a5     11740
## Ranbp1                 Ranbp1     19385
## Apex1                   Apex1     11792
## Mrpl12                 Mrpl12     56282
## Mthfd1                 Mthfd1    108156
## Uqcrc1                 Uqcrc1     22273
## Me2                       Me2    107029
## Cuta                     Cuta     67675
## E2f8                     E2f8    108961
## Rbm3                     Rbm3     19652
## Gins1                   Gins1     69270
## Bok                       Bok     51800
## Cks2                     Cks2     66197
## Hmga1                   Hmga1     15361
## Cct5                     Cct5     12465
## Txnrd2                 Txnrd2     26462
## Ifi44                   Ifi44     99899
## Tfdp1                   Tfdp1     21781
## Rps27l                 Rps27l     67941
## Ramp1                   Ramp1     51801
## Nme3                     Nme3     79059
## Mcm3                     Mcm3     17215
## Eno1b                   Eno1b    433182
## Atp5o                   Atp5o     28080
## Syce2                   Syce2     71846
## 5730508B09Rik   5730508B09Rik      <NA>
## Cfl1                     Cfl1     12631
## Ndufa7                 Ndufa7     66416
## Mir6236               Mir6236 102465959
## Abcf1                   Abcf1    224742
## Pgp                       Pgp     67078
## Snrpc                   Snrpc     20630
## Mydgf                   Mydgf     28106
## Sppl2b                 Sppl2b     73218
## Fos                       Fos     14281
## Gm10052               Gm10052    654467
## Wdr61                   Wdr61     66317
## Nme1                     Nme1     18102
## Atp2b4                 Atp2b4    381290
## Rpl15                   Rpl15     66480
## Pcna                     Pcna     18538
## Ly86                     Ly86     17084
## Azin1                   Azin1     54375
## Polr2f                 Polr2f     69833
## Txn2                     Txn2     56551
## Rnaseh2c             Rnaseh2c     68209
## Rps24                   Rps24     20088
## Slbp                     Slbp     20492
## Sqle                     Sqle     20775
## Rab31                   Rab31    106572
## Xpo7                     Xpo7     65246
## Rps15a                 Rps15a    267019
## Ckap4                   Ckap4    216197
## Rnps1                   Rnps1     19826
## Rpl21                   Rpl21     19933
## Tmsb4x                 Tmsb4x     19241
## Pabpc4                 Pabpc4    230721
## D17Wsu92e           D17Wsu92e      <NA>
## Smyd2                   Smyd2    226830
## Pttg1                   Pttg1     30939
## C1qbp                   C1qbp     12261
## Cdca8                   Cdca8     52276
## Arf5                     Arf5     11844
## Efna5                   Efna5     13640
## Brpf3                   Brpf3    268936
## Snhg3                   Snhg3    399101
## Cpeb4                   Cpeb4     67579
## Ran                       Ran     19384
## Tspan8                 Tspan8    216350
## Ubp1                     Ubp1     22221
## Flt1                     Flt1     14254
## Fau                       Fau     14109
## Fam220a               Fam220a     67238
## Vim                       Vim     22352
## Atp1a1                 Atp1a1     11928
## Cdca7                   Cdca7     66953
## Abcg2                   Abcg2     26357
## Prim1                   Prim1     19075
## Ankrd37               Ankrd37    654824
## Plek                     Plek     56193
## Rrm2                     Rrm2     20135
## Mxd1                     Mxd1     17119
## Nusap1                 Nusap1    108907
## Slc3a2                 Slc3a2     17254
## H2afx                   H2afx      <NA>
## Mrps18a               Mrps18a     68565
## Eif5a                   Eif5a    276770
## Abhd14a               Abhd14a     68644
## Mir20a                 Mir20a    387139
## Ppib                     Ppib     19035
## Ppp2r1a               Ppp2r1a     51792
## Mif                       Mif     17319
## Retnlg                 Retnlg    245195
## Cdv3                     Cdv3    321022
## Gtf2h5                 Gtf2h5     66467
## Adam10                 Adam10     11487
## 0610011F06Rik   0610011F06Rik      <NA>
## Cwc15                   Cwc15     66070
## Bola2                   Bola2     66162
## Aurkb                   Aurkb     20877
## Cuedc1                 Cuedc1    103841
## Snrpd3                 Snrpd3     67332
## Ctnnb1                 Ctnnb1     12387
## Nhp2                     Nhp2     52530
## Mcm4                     Mcm4     17217
## Nkg7                     Nkg7     72310
## Stt3b                   Stt3b     68292
## Ccnf                     Ccnf     12449
## Idh3a                   Idh3a     67834
## Isyna1                 Isyna1     71780
## Paics                   Paics     67054
## Lpin2                   Lpin2     64898
## Qars                     Qars     97541
## H19                       H19     14955
## Nt5dc2                 Nt5dc2     70021
## Timm8b                 Timm8b     30057
## Tmem242               Tmem242     70544
## Ftl1                     Ftl1     14325
## Cdk1                     Cdk1     12534
## Rps19                   Rps19     20085
## Rpl30                   Rpl30     19946
## Psmb9                   Psmb9     16912
## Nkain1                 Nkain1     67149
## Fdps                     Fdps    110196
## Ccnb2                   Ccnb2     12442
## Uqcrq                   Uqcrq     22272
## Hmgb3                   Hmgb3     15354
## Dut                       Dut    110074
## Anln                     Anln     68743
## Rpp21                   Rpp21     67676
## Minpp1                 Minpp1     17330
## Rpa2                     Rpa2     19891
## Snora21               Snora21 100302498
## Cox5b                   Cox5b     12859
## Psme3                   Psme3     19192
## Ppia                     Ppia    268373
## Bag1                     Bag1     12017
## Nelfe                   Nelfe     27632
## Ncl                       Ncl     17975
## Scarb1                 Scarb1     20778
## Hmgn1                   Hmgn1     15312
## P4hb                     P4hb     18453
## Uqcrfs1               Uqcrfs1     66694
## Fn3krp                 Fn3krp    238024
## Atp5g2                 Atp5g2     67942
## Fbxo30                 Fbxo30     71865
## Gnptg                   Gnptg    214505
## Msh6                     Msh6     17688
## Kifc1                   Kifc1 100502766
## Alox5ap               Alox5ap     11690
## Myh10                   Myh10     77579
## Ifitm2                 Ifitm2     80876
## Cox7a2                 Cox7a2     12866
## Clpp                     Clpp     53895
## Egfl7                   Egfl7    353156
## Atp5g3                 Atp5g3    228033
## Tbl3                     Tbl3    213773
## Cdca3                   Cdca3     14793
## Rrm1                     Rrm1     20133
## Cox4i1                 Cox4i1     12857
## Mir8112               Mir8112 102465900
## Exosc7                 Exosc7     66446
## Suox                     Suox    211389
## Atp6v0e               Atp6v0e     11974
## 2810428I15Rik   2810428I15Rik      <NA>
## Mpp6                     Mpp6      <NA>
## Hs3st3b1             Hs3st3b1     54710
## Carhsp1               Carhsp1     52502
## Nudt9                   Nudt9     74167
## Ddx39b                 Ddx39b     53817
## Cox7c                   Cox7c     12867
## Rnf5                     Rnf5     54197
## Rfc4                     Rfc4    106344
## Rhoq                     Rhoq    104215
## Psma4                   Psma4     26441
## Plcl2                   Plcl2    224860
## Tcf19                   Tcf19    106795
## Slc43a3               Slc43a3     58207
## Nme4                     Nme4     56520
## Lyar                     Lyar     17089
## Dctpp1                 Dctpp1     66422
## Map2k3                 Map2k3     26397
## Cenpa                   Cenpa     12615
## Ttc7                     Ttc7    225049
## Rps7                     Rps7     20115
## Lhfpl1                 Lhfpl1    237091
## Ctss                     Ctss     13040
## 1190002F15Rik   1190002F15Rik      <NA>
## Uaca                     Uaca     72565
## Calm2                   Calm2     12314
## Nedd4                   Nedd4     17999
## Fads2                   Fads2     56473
## Traf7                   Traf7    224619
## Fcgr2b                 Fcgr2b     14130
## Shmt2                   Shmt2    108037
## Apeh                     Apeh    235606
## Snora31               Snora31 100303751
## Snx3                     Snx3     54198
## Naa10                   Naa10     56292
## Taf1d                   Taf1d     75316
## Prc1                     Prc1    233406
## Rab6b                   Rab6b    270192
## Tpcn1                   Tpcn1    252972
## Atp6v0a1             Atp6v0a1     11975
## Pole3                   Pole3     59001
## Dusp1                   Dusp1     19252
## Snora7a               Snora7a 100217451
## 2810417H13Rik   2810417H13Rik      <NA>
## Tacc3                   Tacc3     21335
## Rpa1                     Rpa1     68275
## Cmas                     Cmas     12764
## Ndufv1                 Ndufv1     17995
## Ipo7                     Ipo7    233726
## Incenp                 Incenp     16319
## Spag5                   Spag5     54141
## Fam214b               Fam214b    230088
## 2500002B13Rik   2500002B13Rik     78353
## Stmn1                   Stmn1     16765
## Abhd16a               Abhd16a    193742
## Ssr4                     Ssr4     20832
## Aurka                   Aurka     20878
## Fbxo7                   Fbxo7     69754
## Sgol1                   Sgol1      <NA>
## Cdc6                     Cdc6     23834
## Cenph                   Cenph     26886
## Dnase2a               Dnase2a     13423
## Orc6                     Orc6     56452
## Tnfrsf14             Tnfrsf14    230979
## Lamp1                   Lamp1     16783
## B4galnt1             B4galnt1     14421
## Kif22                   Kif22    110033
## Mir8094               Mir8094 102465886
## 4933432K03Rik   4933432K03Rik     75793
## Rpl7l1                 Rpl7l1     66229
## Usp32                   Usp32    237898
## G6pdx                   G6pdx     14381
## Eif4a1                 Eif4a1     13681
## Wdhd1                   Wdhd1    218973
## Stx2                     Stx2     13852
## Stradb                 Stradb    227154
## Slc44a1               Slc44a1    100434
## Oaz1-ps               Oaz1-ps 100041965
## Fignl1                 Fignl1     60530
## Rnf7                     Rnf7     19823
## Snhg5                   Snhg5     72655
## Cfdp1                   Cfdp1     23837
## Mpst                     Mpst    246221
## Wdr43                   Wdr43     72515
## Endod1                 Endod1     71946
## Bnip3l                 Bnip3l     12177
## Etfa                     Etfa    110842
## Ube2s                   Ube2s     77891
## Banf1                   Banf1     23825
## Fads1                   Fads1     76267
## Ccnb1                   Ccnb1    268697
## Cdc5l                   Cdc5l     71702
## Nudt4                   Nudt4     71207
## Lonp1                   Lonp1     74142
## Rad51ap1             Rad51ap1     19362
## Acat2                   Acat2    110460
## Mrpl3                   Mrpl3     94062
## Tmem119               Tmem119    231633
## Hspe1                   Hspe1     15528
## D1Ertd622e         D1Ertd622e      <NA>
## Spc24                   Spc24     67629
## Bsdc1                   Bsdc1    100383
## Parvb                   Parvb    170736
## Wdr46                   Wdr46     57315
## 2310061I04Rik   2310061I04Rik     69662
## Rfc5                     Rfc5     72151
## Cdk4                     Cdk4     12567
## Gm6793                 Gm6793    627828
## Fbxo9                   Fbxo9     71538
## Fam173a               Fam173a      <NA>
## Dhx16                   Dhx16     69192
## Mrpl53                 Mrpl53     68499
## Aldoa                   Aldoa     11674
## Dstn                     Dstn     56431
## Cox6a1                 Cox6a1     12861
## Sh3gl1                 Sh3gl1     20405
## Ssrp1                   Ssrp1     20833
## Atp5g1                 Atp5g1     11951
## Hnrnpm                 Hnrnpm     76936
## Msh2                     Msh2     17685
## Chek2                   Chek2     50883
## Stra13                 Stra13      <NA>
## Topbp1                 Topbp1    235559
## Rpl22                   Rpl22     19934
## Mdh2                     Mdh2     17448
## Smap1                   Smap1     98366
## Slc48a1               Slc48a1     67739
## Plp2                     Plp2     18824
## Gclc                     Gclc     14629
## Tpm1                     Tpm1     22003
## Galnt14               Galnt14     71685
## Cd24a                   Cd24a     12484
## Ldlr                     Ldlr     16835
## Pola2                   Pola2     18969
## Rps11                   Rps11     27207
## Brd7                     Brd7     26992
## Ddah2                   Ddah2     51793
## Ankle1                 Ankle1    234396
## Plxnb2                 Plxnb2    140570
## Nasp                     Nasp     50927
## Epn1                     Epn1     13854
## Ezr                       Ezr     22350
## Cul4a                   Cul4a     99375
## Ndufb8                 Ndufb8     67264
## Uqcr10                 Uqcr10     66152
## Hirip3                 Hirip3    233876
## S100a1                 S100a1     20193
## Tmem91                 Tmem91    320208
## Phpt1                   Phpt1     75454
## Eif5                     Eif5    217869
## Siva1                   Siva1     30954
## Sep15                   Sep15      <NA>
## Ifnar2                 Ifnar2     15976
## Myo1e                   Myo1e     71602
## Vapa                     Vapa     30960
## Haghl                   Haghl     68977
## Mtfr1                   Mtfr1     67472
## Ccdc23                 Ccdc23      <NA>
## Gins2                   Gins2    272551
## Nsmce4a               Nsmce4a     67872
## Pabpn1                 Pabpn1     54196
## Agpat4                 Agpat4     68262
## Plk1                     Plk1     18817
## Kif23                   Kif23     71819
## Timeless             Timeless     21853
## Mthfd1l               Mthfd1l    270685
## Kcnn4                   Kcnn4     16534
## Klf2                     Klf2     16598
## Mrpl13                 Mrpl13     68537
## Mrpl4                   Mrpl4     66163
## Cdc45                   Cdc45     12544
## Hvcn1                   Hvcn1     74096
## Eif3h                   Eif3h     68135
## Map2k1                 Map2k1     26395
## Ncapd2                 Ncapd2     68298
## Pfn1                     Pfn1     18643
## Nbn                       Nbn     27354
## Necap2                 Necap2     66147
## Mrpl52                 Mrpl52     68836
## Fbxo22                 Fbxo22     71999
## Nrm                       Nrm    106582
## Ehbp1l1               Ehbp1l1    114601
## 2410006H16Rik   2410006H16Rik     69221
## Dok4                     Dok4    114255
## Gucd1                   Gucd1     68778
## Nadk2                   Nadk2     68646
## 1700037H04Rik   1700037H04Rik     67326
## Hdgfrp2               Hdgfrp2      <NA>
## Map4k5                 Map4k5    399510
## Psma1                   Psma1     26440
## Taldo1                 Taldo1     21351
## Crim1                   Crim1     50766
## Snora52               Snora52 100217419
## C1qtnf6               C1qtnf6     72709
## Tgfbr2                 Tgfbr2     21813
## Sec61g                 Sec61g     20335
## Spred1                 Spred1    114715
## Hexb                     Hexb     15212
## Rps9                     Rps9     76846
## Nsg2                     Nsg2     18197
## Ppp2r5d               Ppp2r5d     21770
## Dnajc9                 Dnajc9    108671
## Agfg2                   Agfg2    231801
## Chek1                   Chek1     12649
## Amotl2                 Amotl2     56332
## Ctsz                     Ctsz     64138
## Nrarp                   Nrarp     67122
## Tbx19                   Tbx19     83993
## Ppa1                     Ppa1     67895
## Etv4                     Etv4     18612
## Mthfd2                 Mthfd2     17768
## Mrpl14                 Mrpl14     68463
## Vat1                     Vat1     26949
## Pdcd2                   Pdcd2     18567
## Osgep                   Osgep     66246
## H2-DMa                 H2-DMa     14998
## Cox6b1                 Cox6b1    110323
## E2f1                     E2f1     13555
## Spry1                   Spry1     24063
## Serpinb6a           Serpinb6a     20719
## Dpy19l1               Dpy19l1    244745
## Tmpo                     Tmpo     21917
## Comt                     Comt     12846
## Cyb5r3                 Cyb5r3    109754
## Ipo5                     Ipo5     70572
## Nup85                   Nup85    445007
## Ddx39                   Ddx39      <NA>
## Morf4l1               Morf4l1     21761
## Rbbp7                   Rbbp7    245688
## Mrpl42                 Mrpl42     67270
## Krtcap3               Krtcap3     69815
## Kpna2                   Kpna2     16647
## Rhob                     Rhob     11852
## Deb1                     Deb1      <NA>
## Gps2                     Gps2     56310
## Pcbp2                   Pcbp2     18521
## Rpl39                   Rpl39     67248
## Tnni2                   Tnni2     21953
## Cript                   Cript     56724
## Mrps22                 Mrps22     64655
## Anapc15               Anapc15     75430
## Atp5k                   Atp5k     11958
## Mpc1                     Mpc1     55951
## Tkt                       Tkt     21881
## Prelid1               Prelid1     66494
## Ppm1g                   Ppm1g     14208
## Hells                   Hells     15201
## Gpaa1                   Gpaa1     14731
## Cdyl                     Cdyl     12593
## Mafg                     Mafg     17134
## Prkag1                 Prkag1     19082
## Hmgb2                   Hmgb2     97165
## Uhrf1                   Uhrf1     18140
## Ung                       Ung     22256
## Rpl37rt               Rpl37rt 100502825
## Rnaseh2b             Rnaseh2b     67153
## Smc2                     Smc2     14211
## Fkbp2                   Fkbp2     14227
## H2-Ke6                 H2-Ke6     14979
## Fam162a               Fam162a     70186
## Pnp                       Pnp     18950
## Cst3                     Cst3     13010
## Nubp2                   Nubp2     26426
## Kif15                   Kif15    209737
## Irgm2                   Irgm2     54396
## Bzw2                     Bzw2     66912
## Dtl                       Dtl     76843
## Clic1                   Clic1    114584
## Prkab1                 Prkab1     19079
## Cbx5                     Cbx5     12419
## Commd4                 Commd4     66199
## Pmm1                     Pmm1     29858
## Emid1                   Emid1    140703
## Grn                       Grn     14824
## Smc6                     Smc6     67241
## Htra2                   Htra2     64704
## Snrnp25               Snrnp25     78372
## Cenpq                   Cenpq     83815
## Slc30a9               Slc30a9    109108
## Mlf2                     Mlf2     30853
## Zfp598                 Zfp598    213753
## Cd2ap                   Cd2ap     12488
## Snrnp70               Snrnp70     20637
## Rangap1               Rangap1     19387
## Add1                     Add1     11518
## Gm6644                 Gm6644    626009
## Cct8                     Cct8     12469
## Pdap1                   Pdap1    231887
## Hars                     Hars     15115
## Hacd1                   Hacd1     30963
## Bag6                     Bag6    224727
## Hat1                     Hat1    107435
## Zwilch                 Zwilch     68014
## Smdt1                   Smdt1     69029
## Cox8a                   Cox8a     12868
## Gm15772               Gm15772 100034726
## Ctse                     Ctse     13034
## Pop5                     Pop5    117109
## Pgd                       Pgd    110208
## St3gal4               St3gal4     20443
## Traip                   Traip     22036
## Rsu1                     Rsu1     20163
## Arcn1                   Arcn1    213827
## Ncapd3                 Ncapd3     78658
## Pea15a                 Pea15a     18611
## Ttk                       Ttk     22137
## 1810058I24Rik   1810058I24Rik     67705
## Snrpd1                 Snrpd1     20641
## Qk                         Qk     19317
## Gtpbp2                 Gtpbp2     56055
## Sypl                     Sypl     19027
## Larp1b                 Larp1b    214048
## Itgb7                   Itgb7     16421
## Nhp2l1                 Nhp2l1      <NA>
## Calr4                   Calr4    108802
## Zfp414                 Zfp414    328801
## Samhd1                 Samhd1     56045
## Gpsm2                   Gpsm2     76123
## Psat1                   Psat1    107272
## Taf11                   Taf11     68776
## Eif3l                   Eif3l    223691
## Rcc1                     Rcc1    100088
## Mrps18b               Mrps18b     66973
## Cd2                       Cd2     12481
## Fkbp5                   Fkbp5     14229
## Mad2l1                 Mad2l1     56150
## Fam96a                 Fam96a      <NA>
## Sod2                     Sod2     20656
## Atp5d                   Atp5d     66043
## Scrn3                   Scrn3     74616
## Kif11                   Kif11     16551
## Nfs1                     Nfs1     18041
## Tspo                     Tspo     12257
## Pfkm                     Pfkm     18642
## Mcm10                   Mcm10     70024
## Snrpb                   Snrpb     20638
## Romo1                   Romo1     67067
## Kctd20                 Kctd20     66989
## Gnai2                   Gnai2     14678
## Mif4gd                 Mif4gd     69674
## Rpn2                     Rpn2     20014
## Smc4                     Smc4     70099
## Ppt2                     Ppt2     54397
## Fance                   Fance     72775
## Sirpa                   Sirpa     19261
## Exosc8                 Exosc8     69639
## Arap2                   Arap2    212285
## Lsm7                     Lsm7     66094
## Top2a                   Top2a     21973
## Blm                       Blm     12144
## Smarcc1               Smarcc1     20588
## Chtf18                 Chtf18    214901
## Hspa9                   Hspa9     15526
## Mogs                     Mogs     57377
## Arpp19                 Arpp19     59046
## Srm                       Srm     20810
## Rab1                     Rab1      <NA>
## Ncaph2                 Ncaph2     52683
## Atg4d                   Atg4d    235040
## Cdca5                   Cdca5     67849
## Oip5                     Oip5     70645
## Snrnp40               Snrnp40     66585
## Nudt19                 Nudt19    110959
## Fam126a               Fam126a     84652
## Cdc25c                 Cdc25c     12532
## Ccdc34                 Ccdc34     68201
## Srpk1                   Srpk1     20815
## Cdc25a                 Cdc25a     12530
## Myl6                     Myl6     17904
## Nptn                     Nptn     20320
## Pdlim1                 Pdlim1     54132
## Kif4                     Kif4     16571
## Ptms                     Ptms     69202
## Ncoa7                   Ncoa7    211329
## Espl1                   Espl1    105988
## Mea1                     Mea1     17256
## Spr                       Spr     20751
## Thyn1                   Thyn1     77862
## Dtymk                   Dtymk     21915
## Ncapg                   Ncapg     54392
## Nfya                     Nfya     18044
## Bub1b                   Bub1b     12236
## 1500012F01Rik   1500012F01Rik      <NA>
## Ap2a2                   Ap2a2     11772
## Mrpl30                 Mrpl30    107734
## Sept7                   Sept7      <NA>
## Eif1b                   Eif1b     68969
## Ywhae                   Ywhae     22627
## Cdh17                   Cdh17     12557
## Zcrb1                   Zcrb1     67197
## Bak1                     Bak1     12018
## Tfdp2                   Tfdp2    211586
## Hmgn5                   Hmgn5     50887
## Arl6ip4               Arl6ip4     65105
## Cep76                   Cep76    225659
## Arl4a                   Arl4a     11861
## Cdc20                   Cdc20    107995
## Fdx1l                   Fdx1l      <NA>
## Thoc6                   Thoc6    386612
## Prim2                   Prim2     19076
## Kif20a                 Kif20a     19348
## Mpzl1                   Mpzl1     68481
## Yipf4                   Yipf4     67864
## Myo5a                   Myo5a     17918
## Tmem173               Tmem173      <NA>
## Ybx1                     Ybx1     22608
## Vrk2                     Vrk2     69922
## Tifab                   Tifab    212937
## Eef2                     Eef2     13629
## Kif18b                 Kif18b     70218
## Pqlc1                   Pqlc1      <NA>
## Haus4                   Haus4    219072
## Ccne2                   Ccne2     12448
## Tmx1                     Tmx1     72736
## Irf8                     Irf8     15900
## Nup37                   Nup37     69736
## Hmmr                     Hmmr     15366
## Rrp9                     Rrp9     27966
## St3gal6               St3gal6     54613
## Acy1                     Acy1    109652
## Srsf2                   Srsf2     20382
## Nuf2                     Nuf2     66977
## Axl                       Axl     26362
## Gart                     Gart     14450
## Plxnb1                 Plxnb1    235611
## Poc1a                   Poc1a     70235
## Pa2g4                   Pa2g4     18813
## Pacsin1               Pacsin1     23969
## Cct3                     Cct3     12462
## Spsb3                   Spsb3     79043
## Nop58                   Nop58     55989
## Mtx2                     Mtx2     53375
## Kctd12                 Kctd12    239217
## Hist1h4i             Hist1h4i      <NA>
## Dlgap5                 Dlgap5    218977
## Tpx2                     Tpx2     72119
## Nek2                     Nek2     18005
## Ndufaf2               Ndufaf2     75597
## Gadd45a               Gadd45a     13197
## Kifc5b                 Kifc5b     16580
## Tecr                     Tecr    106529
## Dag1                     Dag1     13138
## Slamf9                 Slamf9     98365
## Hmgb1                   Hmgb1     15289
## Srsf7                   Srsf7    225027
## Phf5a                   Phf5a     68479
## Stoml2                 Stoml2     66592
## Luc7l3                 Luc7l3     67684
## Acaa2                   Acaa2     52538
## Bnip1                   Bnip1    224630
## P2ry13                 P2ry13     74191
## Donson                 Donson     60364
## Wdr4                     Wdr4     57773
## Cox7b                   Cox7b     66142
## Atp5c1                 Atp5c1     11949
## Eif3d                   Eif3d     55944
## Degs1                   Degs1     13244
## Ttc27                   Ttc27     74196
## Rnf8                     Rnf8     58230
## Ppih                     Ppih     66101
## Ergic1                 Ergic1     67458
## Zfp385a               Zfp385a     29813
## Vamp3                   Vamp3     22319
## Adipor1               Adipor1     72674
## Erh                       Erh     13877
## Commd1                 Commd1     17846
## Pcbp4                   Pcbp4     59092
## Gpi1                     Gpi1     14751
## Vegfc                   Vegfc     22341
## Mad2l1bp             Mad2l1bp     66591
## Mknk2                   Mknk2     17347
## Eif4b                   Eif4b     75705
## Dlst                     Dlst     78920
## Ppm1b                   Ppm1b     19043
## Tmed3                   Tmed3     66111
## Ppp2r5b               Ppp2r5b    225849
## Sh3glb1               Sh3glb1     54673
## Cd302                   Cd302     66205
## Gnl3                     Gnl3     30877
## Dhrs4                   Dhrs4     28200
## Gtf2a2                 Gtf2a2    235459
## Slc39a7               Slc39a7     14977
## Clspn                   Clspn    269582
## Ghitm                   Ghitm     66092
## Eno3                     Eno3     13808
## Zfp367                 Zfp367    238673
## Slc25a3               Slc25a3     18674
## Pole2                   Pole2     18974
## D030056L22Rik   D030056L22Rik    225995
## Tmem55b               Tmem55b      <NA>
## Ost4                     Ost4     67695
## Ncapg2                 Ncapg2     76044
## Srprb                   Srprb     20818
## Kif18a                 Kif18a    228421
## Cenpk                   Cenpk     60411
## Sptssa                 Sptssa    104725
## Park7                   Park7     57320
## Chchd3                 Chchd3     66075
## Arhgap11a           Arhgap11a    228482
## Vamp5                   Vamp5     53620
## Krtcap2               Krtcap2     66059
## Ckap2l                 Ckap2l     70466
## Gtf2h4                 Gtf2h4     14885
## Naga                     Naga     17939
## Cebpz                   Cebpz     12607
## Clcn3                   Clcn3     12725
## Psmg1                   Psmg1     56088
## Qtrt1                   Qtrt1     60507
## Atad2                   Atad2     70472
## Depdc1b               Depdc1b    218581
## Rfc2                     Rfc2     19718
## Ssbp4                   Ssbp4     76900
## Kif2c                   Kif2c     73804
## Slc20a1               Slc20a1     20515
## Tmem86b               Tmem86b     68255
## Ehd4                     Ehd4     98878
## Klhdc2                 Klhdc2     69554
## Asf1b                   Asf1b     66929
## Gm12191               Gm12191    666899
## Ccdc94                 Ccdc94      <NA>
## Snx9                     Snx9     66616
## Exoc6                   Exoc6    107371
## Actg1                   Actg1     11465
## Dbr1                     Dbr1     83703
## Hmgcs1                 Hmgcs1    208715
## Rxrb                     Rxrb     20182
## Ppp1r14b             Ppp1r14b     18938
## Gm10094               Gm10094      <NA>
## Atp5j2                 Atp5j2     57423
## Snhg1                   Snhg1     83673
## Nfkbil1               Nfkbil1     18038
## Snrpg                   Snrpg     68011
## Nmnat3                 Nmnat3     74080
## Morf4l2               Morf4l2     56397
## Brd4                     Brd4     57261
## Gars                     Gars    353172
## Slc2a3                 Slc2a3     20527
## Blvra                   Blvra    109778
## Ect2                     Ect2     13605
## Cenpp                   Cenpp     66336
## Gnl1                     Gnl1     14670
## Dnph1                   Dnph1    381101
## Igtp                     Igtp     16145
## Supt3                   Supt3    109115
## Gabarapl2           Gabarapl2     93739
## Sat1                     Sat1     20229
## Anks1                   Anks1    224650
## Gemin6                 Gemin6     67242
## Prdx6                   Prdx6     11758
## Bckdhb                 Bckdhb     12040
## A430005L14Rik   A430005L14Rik     97159
## Pithd1                 Pithd1     66193
## Nsmce1                 Nsmce1     67711
## Rnaseh2a             Rnaseh2a     69724
## Josd2                   Josd2     66124
## Dkc1                     Dkc1    245474
## AI413582             AI413582    106672
## Acat1                   Acat1    110446
## Aup1                     Aup1     11993
## Pianp                   Pianp    319352
## Mgat4b                 Mgat4b    103534
## Prmt1                   Prmt1     15469
## Snhg8                   Snhg8     69895
## Cdc42ep4             Cdc42ep4     56699
## Hmg20b                 Hmg20b     15353
## Naa20                   Naa20     67877
## Bag2                     Bag2    213539
## Skiv2l                 Skiv2l    108077
## Hspd1                   Hspd1     15510
## Dcaf6                   Dcaf6     74106
## Vegfb                   Vegfb     22340
## Suv39h1               Suv39h1     20937
## Prdx1                   Prdx1     18477
## Chchd1                 Chchd1     66121
## Neil3                   Neil3    234258
## Lsm3                     Lsm3     67678
## Iah1                     Iah1     67732
## Ddx1                     Ddx1    104721
## Narf                     Narf     67608
## Samd1                   Samd1    666704
## Eif2ak2               Eif2ak2     19106
## Scpep1                 Scpep1     74617
## Syncrip               Syncrip     56403
## Acot13                 Acot13     66834
## Snx5                     Snx5     69178
## Ube2t                   Ube2t     67196
## Spata24               Spata24     71242
## Vmp1                     Vmp1     75909
## Ckap2                   Ckap2     80986
## 1700097N02Rik   1700097N02Rik     67522
## Klhl12                 Klhl12    240756
## Ndc80                   Ndc80     67052
## Luc7l                   Luc7l     66978
## Slc16a6               Slc16a6    104681
## Cmah                     Cmah     12763
## Lrig3                   Lrig3    320398
## Btla                     Btla    208154
## Steap3                 Steap3     68428
## Cnn3                     Cnn3     71994
## Fgfr1op               Fgfr1op      <NA>
## Eny2                     Eny2    223527
## Psme1                   Psme1     19186
## Vdac1                   Vdac1     22333
## Rpn1                     Rpn1    103963
## Csk                       Csk     12988
## Tmem97                 Tmem97     69071
## Cenpm                   Cenpm     66570
## Map4                     Map4     17758
## Psip1                   Psip1    101739
## Fam210b               Fam210b     67017
## Bysl                     Bysl     53414
## Abhd15                 Abhd15     67477
## Usp1                     Usp1    230484
## Anapc5                 Anapc5     59008
## Kars                     Kars     85305
## Bcas2                   Bcas2     68183
## Txnl1                   Txnl1     53382
## Hcfc1r1               Hcfc1r1    353502
## Dnase1l1             Dnase1l1     69537
## Mxd3                     Mxd3     17121
## Pebp1                   Pebp1     23980
## Sgk1                     Sgk1     20393
## Rnf145                 Rnf145     74315
## Tomm5                   Tomm5     68512
## Dbf4                     Dbf4     27214
## Plk4                     Plk4     20873
## Dad1                     Dad1     13135
## Ncaph                   Ncaph    215387
## Psmd14                 Psmd14     59029
## H2-T23                 H2-T23     15040
## Lsm4                     Lsm4     50783
## Racgap1               Racgap1     26934
## H2-DMb2               H2-DMb2     15000
## Ydjc                     Ydjc     69101
## Dyrk3                   Dyrk3    226419
## Ddost                   Ddost     13200
## Idh3g                   Idh3g     15929
## Azi2                     Azi2     27215
## Diap3                   Diap3      <NA>
## Srp19                   Srp19     66384
## Clcn5                   Clcn5     12728
## Spc25                   Spc25     66442
## Slfn3                   Slfn3     20557
## Tbrg1                   Tbrg1     21376
## Plcb3                   Plcb3     18797
## Oaz1                     Oaz1     18245
## Pml                       Pml     18854
## Cct7                     Cct7     12468
## Ckb                       Ckb     12709
## Ptk2                     Ptk2     14083
## Lims1                   Lims1    110829
## Lpcat3                 Lpcat3     14792
## Psmd1                   Psmd1     70247
## Hnrnpc                 Hnrnpc     15381
## Cct6a                   Cct6a     12466
## Limd1                   Limd1     29806
## Mt1                       Mt1     17748
## Usp18                   Usp18     24110
## Psma7                   Psma7     26444
## Gch1                     Gch1     14528
## Aarsd1                 Aarsd1     69684
## Hspa14                 Hspa14     50497
## 2700099C18Rik   2700099C18Rik     77022
## Galnt10               Galnt10    171212
## Hsp90aa1             Hsp90aa1     15519
## Mrps23                 Mrps23     64656
## Rsl1d1                 Rsl1d1     66409
## Copz1                   Copz1     56447
## Zw10                     Zw10     26951
## Hmgn2                   Hmgn2     15331
## Aaas                     Aaas    223921
## Ccrn4l                 Ccrn4l      <NA>
## Dpagt1                 Dpagt1     13478
## Tma7                     Tma7     66167
## Nudt1                   Nudt1     17766
## Ndufb6                 Ndufb6    230075
## Pfdn1                   Pfdn1     67199
## Bmp2k                   Bmp2k    140780
## Ski                       Ski     20481
## Hrsp12                 Hrsp12      <NA>
## Tpm3                     Tpm3     59069
## Rnf26                   Rnf26    213211
## Tamm41                 Tamm41     68971
## Tyms                     Tyms     22171
## Samm50                 Samm50     68653
## Mmp14                   Mmp14     17387
## Ube2q2                 Ube2q2    109161
## Ctnnbip1             Ctnnbip1     67087
## D17H6S56E-5       D17H6S56E-5    110956
## Cenpn                   Cenpn     72155
## Cd320                   Cd320     54219
## Ddc                       Ddc     13195
## Acyp2                   Acyp2     75572
## Nenf                     Nenf     66208
## Snx15                   Snx15     69024
## Ssbp3                   Ssbp3     72475
## Eif1ax                 Eif1ax     66235
## Dalrd3                 Dalrd3     67789
## Mtmr14                 Mtmr14     97287
## Ranbp3                 Ranbp3     71810
## Tspan3                 Tspan3     56434
## 4931406C07Rik   4931406C07Rik     70984
## Tsr3                     Tsr3     68327
## Mrpl27                 Mrpl27     94064
## Tap2                     Tap2     21355
## Rpl38                   Rpl38     67671
## Usp4                     Usp4     22258
## Sec14l1               Sec14l1     74136
## Nsun2                   Nsun2     28114
## Txn1                     Txn1     22166
## Rsrp1                   Rsrp1     27981
## Suds3                   Suds3     71954
## Pon2                     Pon2    330260
## Cct4                     Cct4     12464
## Rab24                   Rab24     19336
## Cdc123                 Cdc123     98828
## Stk38                   Stk38    106504
## Spi1                     Spi1     20375
## Pold2                   Pold2     18972
## Peak1                   Peak1    244895
## Piezo1                 Piezo1    234839
## Haus8                   Haus8     76478
## Tcf12                   Tcf12     21406
## Lmnb1                   Lmnb1     16906
## 2310039H08Rik   2310039H08Rik     67101
## Fbxo5                   Fbxo5     67141
## Satb1                   Satb1     20230
## Leo1                     Leo1    235497
## Safb                     Safb    224903
## Frmd4a                 Frmd4a    209630
## Gmds                     Gmds    218138
## Pi4k2b                 Pi4k2b     67073
## Phb                       Phb     18673
## Xpo5                     Xpo5     72322
## Rfwd3                   Rfwd3    234736
## Gsr                       Gsr     14782
## Ywhah                   Ywhah     22629
## Cnn2                     Cnn2     12798
## Rfc3                     Rfc3     69263
## Tonsl                   Tonsl     72749
## Gar1                     Gar1     68147
## Pla2g16               Pla2g16      <NA>
## Akap8                   Akap8     56399
## Fam111a               Fam111a    107373
## Alg14                   Alg14     66789
## Imp3                     Imp3    102462
## Lats2                   Lats2     50523
## Mrpl20                 Mrpl20     66448
## Gm4737                 Gm4737      <NA>
## Actl6a                 Actl6a     56456
## Clstn1                 Clstn1     65945
## Rev1                     Rev1     56210
## Mybl2                   Mybl2     17865
## Kpnb1                   Kpnb1     16211
## Dynll1                 Dynll1     56455
## Cep57                   Cep57     74360
## Nde1                     Nde1     67203
## Xk                         Xk     22439
## Cdk16                   Cdk16     18555
## Ngfrap1               Ngfrap1      <NA>
## Ube2i                   Ube2i     22196
## Rffl                     Rffl     67338
## Pspc1                   Pspc1     66645
## Brd2                     Brd2     14312
## Sik1                     Sik1     17691
## Mre11a                 Mre11a     17535
## Lta                       Lta     16992
## Cmtr1                   Cmtr1     74157
## Rsl24d1               Rsl24d1    225215
## Ppp1cc                 Ppp1cc     19047
## Uba2                     Uba2     50995
## Spdl1                   Spdl1     70385
## Lrpprc                 Lrpprc     72416
## Lrwd1                   Lrwd1     71735
## B230217O12Rik   B230217O12Rik    320879
## Soga1                   Soga1    320706
## Mapk14                 Mapk14     26416
## Xpnpep1               Xpnpep1    170750
## Psmc5                   Psmc5     19184
## Sdf2l1                 Sdf2l1     64136
## Runx3                   Runx3     12399
## Mlst8                   Mlst8     56716
## Nmt1                     Nmt1     18107
## Ndufa10               Ndufa10     67273
## Pitrm1                 Pitrm1     69617
## Mrm1                     Mrm1    217038
## Hexim1                 Hexim1    192231
## Pmvk                     Pmvk     68603
## Umps                     Umps     22247
## Snhg20                 Snhg20     76972
## Ppp1r18               Ppp1r18     76448
## Nans                     Nans     94181
## Rbm7                     Rbm7     67010
## Psmb2                   Psmb2     26445
## Stk19                   Stk19     54402
## Bcat2                   Bcat2     12036
## Tpt1                     Tpt1     22070
## Eif3b                   Eif3b     27979
## Kctd5                   Kctd5     69259
## Flna                     Flna    192176
## Prkd3                   Prkd3     75292
## Snrpa1                 Snrpa1     68981
## 2300009A05Rik   2300009A05Rik     69478
## Tomm7                   Tomm7     66169
## Matk                     Matk     17179
## Ibtk                     Ibtk    108837
## Aven                     Aven     74268
## Timm50                 Timm50     66525
## Fam98a                 Fam98a     72722
## Ccdc12                 Ccdc12     72654
## Znhit3                 Znhit3    448850
## Lrrc42                 Lrrc42     77809
## Trim28                 Trim28     21849
## Btf3                     Btf3    218490
## C330006A16Rik   C330006A16Rik      <NA>
## Higd2a                 Higd2a     67044
## Srrm2                   Srrm2     75956
## Ska3                     Ska3    219114
## Bst2                     Bst2     69550
## Ppp2r1b               Ppp2r1b     73699
## Cmtm3                   Cmtm3     68119
## Leprot                 Leprot    230514
## Snx1                     Snx1     56440
## Gsto1                   Gsto1     14873
## Nucks1                 Nucks1     98415
## Mrpl22                 Mrpl22    216767
## Pfn2                     Pfn2     18645
## Creld2                 Creld2     76737
## Pfkl                     Pfkl     18641
## Eno1                     Eno1     13806
## Anapc16               Anapc16     52717
## Hacd2                   Hacd2     70757
## Ppan                     Ppan    235036
## Nlrx1                   Nlrx1    270151
## Shmt1                   Shmt1     20425
## Cenpt                   Cenpt    320394
## Pcbd2                   Pcbd2     72562
## Cox17                   Cox17     12856
## Ddx10                   Ddx10     77591
## Chchd2                 Chchd2     14004
## Mpnd                     Mpnd     68047
## Smco4                   Smco4    170748
## Ift140                 Ift140    106633
## Fmnl3                   Fmnl3     22379
## Hspbp1                 Hspbp1     66245
## Foxm1                   Foxm1     14235
## Cenpe                   Cenpe    229841
## Cdca7l                 Cdca7l    217946
## Hscb                     Hscb    100900
## Guk1                     Guk1     14923
## Khk                       Khk     16548
## Eif2b4                 Eif2b4     13667
## Orc2                     Orc2     18393
## Rhot2                   Rhot2    214952
## Ahcy                     Ahcy    269378
## Bub1                     Bub1     12235
## Supt16                 Supt16    114741
## Sav1                     Sav1     64010
## Gid8                     Gid8     76425
## Atp13a3               Atp13a3    224088
## 2810025M15Rik   2810025M15Rik     69953
## Riok2                   Riok2     67045
## Chmp2a                 Chmp2a     68953
## Mis18bp1             Mis18bp1    217653
## Tango2                 Tango2     27883
## Rhbdf2                 Rhbdf2    217344
## 2810408I11Rik   2810408I11Rik     69941
## Reep4                   Reep4     72549
## Psmb7                   Psmb7     19177
## Nme6                     Nme6     54369
## Mbd2                     Mbd2     17191
## Pold3                   Pold3     67967
## Cyp51                   Cyp51     13121
## Dhfr                     Dhfr     13361
## Magohb                 Magohb     66441
## Vcl                       Vcl     22330
## Srrt                     Srrt     83701
## Ddb2                     Ddb2    107986
## Eif2a                   Eif2a    229317
## Dnajc19               Dnajc19     67713
## Irak1                   Irak1     16179
## Atp5e                   Atp5e     67126
## Nubp1                   Nubp1     26425
## Efhd2                   Efhd2     27984
## Ndufb11               Ndufb11    104130
## Anp32e                 Anp32e     66471
## Ccnb1ip1             Ccnb1ip1    239083
## Lap3                     Lap3     66988
## Uvrag                   Uvrag     78610
## Scd2                     Scd2     20250
## Atp5a1                 Atp5a1     11946
## Rbmxl1                 Rbmxl1     19656
## Spidr                   Spidr    224008
## Slc25a13             Slc25a13     50799
## Rangrf                 Rangrf     57785
## Gen1                     Gen1    209334
## Gfer                     Gfer     11692
## Cln6                     Cln6     76524
## Set                       Set     56086
## Them6                   Them6    223626
## Arhgap19             Arhgap19     71085
## Syngr2                 Syngr2     20973
## Dus3l                   Dus3l    224907
## Mipep                   Mipep     70478
## Usp14                   Usp14     59025
## Mgat4a                 Mgat4a    269181
## Klhdc8b               Klhdc8b     78267
## Pno1                     Pno1     66249
## Dscc1                   Dscc1     72107
## Ubl7                     Ubl7     69459
## Htatip2               Htatip2     53415
## Uba7                     Uba7     74153
## Mpc2                     Mpc2     70456
## Znrd1                   Znrd1      <NA>
## Raver1                 Raver1     71766
## Cdc7                     Cdc7     12545
## Rad54l                 Rad54l     19366
## Slmo2                   Slmo2      <NA>
## Nop10                   Nop10     66181
## Uqcrh                   Uqcrh     66576
## Zmynd19               Zmynd19     67187
## Rgl2                     Rgl2     19732
## Ska1                     Ska1     66468
## Cltb                     Cltb     74325
## Mrto4                   Mrto4     69902
## Usmg5                   Usmg5      <NA>
## Pole                     Pole     18973
## Hnrnpa3               Hnrnpa3    229279
## Acsl3                   Acsl3     74205
## Pola1                   Pola1     18968
## Tmem256               Tmem256     69186
## Pigf                     Pigf     18701
## Crk                       Crk     12928
## Metap1d               Metap1d     66559
## Mxi1                     Mxi1     17859
## Prpf19                 Prpf19     28000
## Slirp                   Slirp    380773
## Eif3k                   Eif3k     73830
## Trex1                   Trex1     22040
## Dlat                     Dlat    235339
## Nelfcd                 Nelfcd     57314
## Sp100                   Sp100     20684
## Snord15b             Snord15b    449631
## Zdhhc2                 Zdhhc2     70546
## Lrrc59                 Lrrc59     98238
## Napa                     Napa    108124
## Hnrnpa2b1           Hnrnpa2b1     53379
## Bscl2                   Bscl2     14705
## Rad51                   Rad51     19361
## Naa38                   Naa38     78304
## Casc5                   Casc5      <NA>
## Zbtb45                 Zbtb45    232879
## Dohh                     Dohh    102115
## Wdr55                   Wdr55     67936
## Mecr                     Mecr     26922
## Acp5                     Acp5     11433
## Mrps10                 Mrps10     64657
## Pbk                       Pbk     52033
## Prr13                   Prr13     66151
## Casp3                   Casp3     12367
## Pepd                     Pepd     18624
## Prps2                   Prps2    110639
## Atg9a                   Atg9a    245860
## Cdkn2d                 Cdkn2d     12581
## Eme1                     Eme1    268465
## Atp5f1                 Atp5f1      <NA>
## Atp6v0b               Atp6v0b    114143
## Rnf139                 Rnf139     75841
## Ptgs1                   Ptgs1     19224
## Fxn                       Fxn     14297
## Ech1                     Ech1     51798
## Smc1a                   Smc1a     24061
## Mta3                     Mta3    116871
## Hnrnpf                 Hnrnpf     98758
## Ndrg3                   Ndrg3     29812
## Sf3b6                   Sf3b6     66055
## Polr2j                 Polr2j     20022
## Ndufa11               Ndufa11     69875
## Sumo3                   Sumo3     20610
## Atp5b                   Atp5b     11947
## Vkorc1                 Vkorc1     27973
## Btd                       Btd     26363
## Gm1821                 Gm1821      <NA>
## Nabp2                   Nabp2     69917
## Hpse                     Hpse     15442
## Dhcr24                 Dhcr24     74754
## Coq2                     Coq2     71883
## Nup62                   Nup62     18226
## Uchl5                   Uchl5     56207
## Cit                       Cit     12704
## Itgb1                   Itgb1     16412
## Tmem55a               Tmem55a      <NA>
## Ndufs7                 Ndufs7     75406
## Selenbp1             Selenbp1     20341
## 3110002H16Rik   3110002H16Rik      <NA>
## Aldh9a1               Aldh9a1     56752
## Snx14                   Snx14    244962
## Lpxn                     Lpxn    107321
## Suclg2                 Suclg2     20917
## Aimp2                   Aimp2    231872
## Cnih1                   Cnih1     12793
## Bin2                     Bin2    668218
## Ppm1m                   Ppm1m     67905
## C2cd2l                 C2cd2l     71764
## Nudcd2                 Nudcd2     52653
## Endog                   Endog     13804
## Snord22               Snord22 100127111
## Gspt1                   Gspt1     14852
## Hnrnpab               Hnrnpab     15384
## Oas1a                   Oas1a    246730
## Psmb4                   Psmb4     19172
## Zfp318                 Zfp318     57908
## Atic                     Atic    108147
## Psmc3                   Psmc3     19182
## Ehmt2                   Ehmt2    110147
## Aprt                     Aprt     11821
## Vps11                   Vps11     71732
## Hyou1                   Hyou1     12282
## Brca1                   Brca1     12189
## Sf3a2                   Sf3a2     20222
## Ndufa4                 Ndufa4     17992
## Rp9                       Rp9     55934
## Narfl                   Narfl      <NA>
## Cad                       Cad     69719
## Exosc2                 Exosc2    227715
## Net1                     Net1     56349
## Knstrn                 Knstrn     51944
## Ruvbl2                 Ruvbl2     20174
## Akap8l                 Akap8l     54194
## Srbd1                   Srbd1     78586
## Arsb                     Arsb     11881
## Ahsa1                   Ahsa1    217737
## Ptges3                 Ptges3     56351
## Polr2m                 Polr2m     28015
## Ifi44l                 Ifi44l     15061
## Cdkn3                   Cdkn3     72391
## Axin1                   Axin1     12005
## Abcf2                   Abcf2     27407
## Cnot10                 Cnot10     78893
## Sept2                   Sept2      <NA>
## Emg1                     Emg1     14791
## Eif2s2                 Eif2s2     67204
## St3gal2               St3gal2     20444
## Rad21                   Rad21     19357
## Hmgcl                   Hmgcl     15356
## Anapc13               Anapc13     69010
## Ndufb7                 Ndufb7     66916
## Iqgap3                 Iqgap3    404710
## Ncoa4                   Ncoa4     27057
## Nudt5                   Nudt5     53893
## Nt5c                     Nt5c     50773
## Stt3a                   Stt3a     16430
## Ubald2                 Ubald2    319370
## Gpank1                 Gpank1     81845
## Fbxo3                   Fbxo3     57443
## Rabac1                 Rabac1     14470
## Msrb2                   Msrb2     76467
## Rfc1                     Rfc1     19687
## Mocs1                   Mocs1     56738
## Dhrs3                   Dhrs3     20148
## Rab5a                   Rab5a    271457
## Suclg1                 Suclg1     56451
## Immt                     Immt     76614
## Dzip1                   Dzip1     66573
## Eif3m                   Eif3m     98221
## Eps15                   Eps15     13858
## Anp32a                 Anp32a     11737
## Cenpi                   Cenpi    102920
## Apitd1                 Apitd1      <NA>
## Calm1                   Calm1     12313
## Mrps28                 Mrps28     66230
## Rps27rt               Rps27rt 100043813
## Stag1                   Stag1     20842
## Acadm                   Acadm     11364
## Slc39a1               Slc39a1     30791
## Gtse1                   Gtse1     29870
## Nmral1                 Nmral1     67824
## Cryl1                   Cryl1     68631
## 1700017B05Rik   1700017B05Rik     74211
## Gins4                   Gins4    109145
## Galk1                   Galk1     14635
## Atg4b                   Atg4b     66615
## Zdhhc14               Zdhhc14    224454
## Mthfsl                 Mthfsl 100039707
## Msmo1                   Msmo1     66234
## Kctd1                   Kctd1    106931
## Nsl1                     Nsl1    381318
## Micu1                   Micu1    216001
## Ubxn1                   Ubxn1    225896
## Cep128                 Cep128     75216
## Sec61b                 Sec61b     66212
## Rftn1                   Rftn1     76438
## Chchd6                 Chchd6     66098
## Dgcr6                   Dgcr6     13353
## Rab12                   Rab12     19328
## Nudt21                 Nudt21     68219
## Mtmr2                   Mtmr2     77116
## Cenpl                   Cenpl     70454
## Dym                       Dym     69190
## Alkbh7                 Alkbh7     66400
## Sltm                     Sltm     66660
## Cchcr1                 Cchcr1    240084
## Rrp1b                   Rrp1b     72462
## Emd                       Emd     13726
## Flot1                   Flot1     14251
## Sf3b5                   Sf3b5     66125
## Vamp8                   Vamp8     22320
## Lamtor1               Lamtor1     66508
## Ap1s2                   Ap1s2    108012
## Hdlbp                   Hdlbp    110611
## Dsn1                     Dsn1     66934
## Bola1                   Bola1     69168
## Keap1                   Keap1     50868
## Adamts10             Adamts10    224697
## Kif2a                   Kif2a     16563
## Osbpl1a               Osbpl1a     64291
## Vwa9                     Vwa9      <NA>
## Alas1                   Alas1     11655
## Poldip2               Poldip2     67811
## Rab11b                 Rab11b     19326
## Skp1a                   Skp1a      <NA>
## Gale                     Gale     74246
## Mlh1                     Mlh1     17350
## Gtf3a                   Gtf3a     66596
## Foxo4                   Foxo4     54601
## Ndufa12               Ndufa12     66414
## Smpd4                   Smpd4     77626
## Ctbp1                   Ctbp1     13016
## Trip13                 Trip13     69716
## Rplp2-ps1           Rplp2-ps1    665931
## Zbtb12                 Zbtb12    193736
## Tuba1a                 Tuba1a     22142
## Tmem121               Tmem121     69195
## Hsd17b12             Hsd17b12     56348
## Sertad2               Sertad2     58172
## Mrpl48                 Mrpl48     52443
## Csad                     Csad    246277
## Polr2k                 Polr2k     17749
## Ppa2                     Ppa2     74776
## Lgals3bp             Lgals3bp     19039
## Copb2                   Copb2     50797
## Pif1                     Pif1    208084
## Psma5                   Psma5     26442
## Def6                     Def6     23853
## Mrpl37                 Mrpl37     56280
## Dyrk4                   Dyrk4    101320
## Acadvl                 Acadvl     11370
## Arhgef39             Arhgef39    230098
## Fkbp4                   Fkbp4     14228
## Asap1                   Asap1     13196
## Shcbp1                 Shcbp1     20419
## Rpf2                     Rpf2     67239
## 1110059E24Rik   1110059E24Rik     66206
## D19Bwg1357e       D19Bwg1357e      <NA>
## Mut                       Mut      <NA>
## Gemin7                 Gemin7     69731
## Trap1                   Trap1     68015
## Wee1                     Wee1     22390
## Pnn                       Pnn     18949
## Card11                 Card11    108723
## Tac4                     Tac4     93670
## Mrps36                 Mrps36     66128
## Nxn                       Nxn     18230
## Tbp                       Tbp     21374
## Serbp1                 Serbp1     66870
## Arpc1a                 Arpc1a     56443
## Cox16                   Cox16     66272
## Impa2                   Impa2    114663
## Wdr18                   Wdr18    216156
## Wiz                       Wiz     22404
## BC004004             BC004004     80748
## Rpain                   Rpain     69723
## Eml4                     Eml4     78798
## Slc35b2               Slc35b2     73836
## Taf15                   Taf15     70439
## Zfp523                 Zfp523    224656
## Lars2                   Lars2    102436
## Abca7                   Abca7     27403
## Dxo                       Dxo    112403
## Orc5                     Orc5     26429
## Spcs2                   Spcs2     66624
## Vrk1                     Vrk1     22367
## Rdh10                   Rdh10     98711
## Srf                       Srf     20807
## Mrps15                 Mrps15     66407
## Wdr74                   Wdr74    107071
## Gcdh                     Gcdh    270076
## Ddx49                   Ddx49    234374
## Farp1                   Farp1    223254
## Ivns1abp             Ivns1abp    117198
## Wdr41                   Wdr41    218460
## Nup43                   Nup43     69912
## Asb1                     Asb1     65247
## Mvd                       Mvd    192156
## Gsg2                     Gsg2      <NA>
## Tmem109               Tmem109     68539
## Snhg9                   Snhg9     73474
## Farsa                   Farsa     66590
## Hdac9                   Hdac9     79221
## Ubxn2a                 Ubxn2a    217379
## Isy1                     Isy1     57905
## Ercc6l                 Ercc6l    236930
## Kntc1                   Kntc1    208628
## Kat2b                   Kat2b     18519
## Daxx                     Daxx     13163
## Noc2l                   Noc2l     57741
## Etv5                     Etv5    104156
## Ilk                       Ilk     16202
## Bcap29                 Bcap29     12033
## Cenpf                   Cenpf    108000
## Mtx1                     Mtx1     17827
## Lactb                   Lactb     80907
## Psma6                   Psma6     26443
## Mettl1                 Mettl1     17299
## Bop1                     Bop1     12181
## Atf6b                   Atf6b     12915
## Mast2                   Mast2     17776
## Galnt1                 Galnt1     14423
## Atad5                   Atad5    237877
## Aspm                     Aspm     12316
## Fam26f                 Fam26f      <NA>
## Tsc2                     Tsc2     22084
## Ubxn6                   Ubxn6     66530
## Rbm6                     Rbm6     19654
## Mcmbp                   Mcmbp    210711
## Oasl1                   Oasl1    231655
## Hacd3                   Hacd3     57874
## Cmpk2                   Cmpk2     22169
## Maged1                 Maged1     94275
## Cacybp                 Cacybp     12301
## Tcof1                   Tcof1     21453
## Eif3f                   Eif3f     66085
## Mis18a                 Mis18a     66578
## Rabggtb               Rabggtb     19352
## Ralbp1                 Ralbp1     19765
## Psph                     Psph    100678
## Uqcrb                   Uqcrb     67530
## Pcyt2                   Pcyt2     68671
## Wash1                   Wash1      <NA>
## Troap                   Troap     78733
## Bcl6                     Bcl6     12053
## Itga6                   Itga6     16403
## Rap1gds1             Rap1gds1    229877
## Ctnna1                 Ctnna1     12385
## Dna2                     Dna2    327762
## Nle1                     Nle1    217011
## Klf9                     Klf9     16601
## Hipk2                   Hipk2     15258
## Sidt2                   Sidt2    214597
## Srsf3                   Srsf3     20383
## Ndc1                     Ndc1     72787
## Adgrl2                 Adgrl2     99633
## E2f3                     E2f3     13557
## Ndufaf7               Ndufaf7     73694
## Ints7                   Ints7     77065
## Pold1                   Pold1     18971
## Nlrc4                   Nlrc4    268973
## Rbbp4                   Rbbp4     19646
## Idh1                     Idh1     15926
## Uap1                     Uap1    107652
## Ssr2                     Ssr2     66256
## Ube2f                   Ube2f     67921
## Atp2c1                 Atp2c1    235574
## Rad18                   Rad18     58186
## Tufm                     Tufm    233870
## Ext2                     Ext2     14043
## Slc12a2               Slc12a2     20496
## Fam134a               Fam134a      <NA>
## Tlr1                     Tlr1     21897
## Psmb6                   Psmb6     19175
## Akr1a1                 Akr1a1     58810
## Mllt1                   Mllt1     64144
## Pnisr                   Pnisr     66625
## Mzt2                     Mzt2     72083
## Adpgk                   Adpgk     72141
## Taf9                     Taf9    108143
## Mrps16                 Mrps16     66242
## Alpk1                   Alpk1     71481
## Agpat2                 Agpat2     67512
## Gfra2                   Gfra2     14586
## Nup50                   Nup50     18141
## Eif3c                   Eif3c     56347
## Pde10a                 Pde10a     23984
## Cyb5r4                 Cyb5r4    266690
## Larp7                   Larp7     28036
## Alyref                 Alyref     21681
## Ppp1r11               Ppp1r11     76497
## Nsa2                     Nsa2     59050
## Hax1                     Hax1     23897
## Nsmce2                 Nsmce2     68501
## Agpat5                 Agpat5     52123
## Tpd52l2               Tpd52l2     66314
## March5                 March5      <NA>
## Manf                     Manf     74840
## Agap3                   Agap3    213990
## Grpel1                 Grpel1     17713
## Ndufs2                 Ndufs2    226646
## Abhd17a               Abhd17a    216169
## Ascc1                   Ascc1     69090
## Gng5                     Gng5     14707
## Tmem194               Tmem194      <NA>
## Tubg1                   Tubg1    103733
## Dexi                     Dexi     58239
## Magoh                   Magoh     17149
## Epb4.1l4aos       Epb4.1l4aos      <NA>
## Rnf141                 Rnf141     67150
## Rnf168                 Rnf168     70238
## Cope                     Cope     59042
## Itgb2                   Itgb2     16414
## Mboat7                 Mboat7     77582
## Ankrd54               Ankrd54    223690
## Tubb2b                 Tubb2b     73710
## Get4                     Get4     67604
## Sco2                     Sco2 100126824
## Arhgdia               Arhgdia    192662
## Usp15                   Usp15     14479
## Mrpl33                 Mrpl33     66845
## 4933404O12Rik   4933404O12Rik     66752
## Prr5                     Prr5    109270
## Fem1b                   Fem1b     14155
## Zwint                   Zwint     52696
## Inafm1                 Inafm1     66300
## Haus1                   Haus1    225745
## Nudc                     Nudc     18221
## Snrpe                   Snrpe     20643
## Coro1a                 Coro1a     12721
## 2700094K13Rik   2700094K13Rik      <NA>
## Tarbp2                 Tarbp2     21357
## Denr                     Denr     68184
## Usp28                   Usp28    235323
## Med8                     Med8     80509
## Cyth3                   Cyth3     19159
## Nap1l4                 Nap1l4     17955
## Aimp1                   Aimp1     13722
## Bbs9                     Bbs9    319845
## 1700086O06Rik   1700086O06Rik     73516
## 0610012G03Rik   0610012G03Rik    106264
## Bad                       Bad     12015
## Kif20b                 Kif20b    240641
## St14                     St14     19143
## Insig1                 Insig1    231070
## Luc7l2                 Luc7l2    192196
## Parp1                   Parp1     11545
## Nagpa                   Nagpa     27426
## Cpsf1                   Cpsf1     94230
## Rasal3                 Rasal3    320484
## Pccb                     Pccb     66904
## Fbxo34                 Fbxo34     78938
## Eif3e                   Eif3e     16341
## Acbd4                   Acbd4     67131
## N6amt2                 N6amt2      <NA>
## Ppat                     Ppat    231327
## Miip                     Miip     28010
## Fez2                     Fez2    225020
## Mapk3                   Mapk3     26417
## Pih1d1                 Pih1d1     68845
## Uqcrc2                 Uqcrc2     67003
## Parp2                   Parp2     11546
## Mpg                       Mpg    268395
## Atl2                     Atl2     56298
## Josd1                   Josd1     74158
## Spry4                   Spry4     24066
## Prnp                     Prnp     19122
## Polr2d                 Polr2d     69241
## Rqcd1                   Rqcd1      <NA>
## C330027C09Rik   C330027C09Rik      <NA>
## Smim12                 Smim12     80284
## Mcts1                   Mcts1     68995
## 1110004E09Rik   1110004E09Rik      <NA>
## Ppap2c                 Ppap2c      <NA>
## Hace1                   Hace1    209462
## Ralb                     Ralb     64143
## Fh1                       Fh1     14194
## Kat7                     Kat7    217127
## Ubash3b               Ubash3b     72828
## Tmem208               Tmem208     66320
## Atp6ap1               Atp6ap1     54411
## Gyg                       Gyg     27357
## H2-Oa                   H2-Oa     15001
## Myg1                     Myg1     60315
## Hnrnpk                 Hnrnpk     15387
## Dpp9                     Dpp9    224897
## Tubgcp3               Tubgcp3    259279
## Eif3a                   Eif3a     13669
## Cse1l                   Cse1l    110750
## 2210016F16Rik   2210016F16Rik     70153
## Dnajc11               Dnajc11    230935
## Psmg3                   Psmg3     66506
## Amdhd2                 Amdhd2    245847
## Itga5                   Itga5     16402
## Hs6st1                 Hs6st1     50785
## Ankrd49               Ankrd49     56503
## Asrgl1                 Asrgl1     66514
## Ddx11                   Ddx11    320209
## Dynlt1c               Dynlt1c 100040563
## Rpa3                     Rpa3     68240
## Coq9                     Coq9     67914
## Pgam1                   Pgam1     18648
## Eftud2                 Eftud2     20624
## Ccdc101               Ccdc101      <NA>
## Dus1l                   Dus1l     68730
## Fcho2                   Fcho2    218503
## Setd8                   Setd8      <NA>
## Slc44a2               Slc44a2     68682
## Rac1                     Rac1     19353
## Med11                   Med11     66172
## Ilf3                     Ilf3     16201
## Cmss1                   Cmss1     66497
## Kri1                     Kri1    215194
## Fmnl1                   Fmnl1     57778
## Cmpk1                   Cmpk1     66588
## Arhgef12             Arhgef12     69632
## Clk3                     Clk3    102414
## Pck2                     Pck2     74551
## BC003965             BC003965    214489
## Reep5                   Reep5     13476
## Foxred1               Foxred1    235169
## Cers2                   Cers2     76893
## Pes1                     Pes1     64934
## Mrpl23                 Mrpl23     19935
## Tnfrsf1b             Tnfrsf1b     21938
## Agpat1                 Agpat1     55979
## Pgk1                     Pgk1     18655
## Zfp809                 Zfp809    235047
## Myd88                   Myd88     17874
## Acot7                   Acot7     70025
## Dedd2                   Dedd2     67379
## Tmed1                   Tmed1     17083
## Sgpp1                   Sgpp1     81535
## Trip10                 Trip10    106628
## Ikzf1                   Ikzf1     22778
## Ehd1                     Ehd1     13660
## Ak2                       Ak2     11637
## Plbd2                   Plbd2     71772
## Atp6v0c               Atp6v0c     11984
## Ctsa                     Ctsa     19025
## Plxnd1                 Plxnd1     67784
## St7                       St7     64213
## Slc39a10             Slc39a10    227059
## Mvb12b                 Mvb12b     72543
## Zdhhc3                 Zdhhc3     69035
## Melk                     Melk     17279
## Vac14                   Vac14    234729
## Slc30a6               Slc30a6    210148
## Rxra                     Rxra     20181
## Asnsd1                 Asnsd1     70396
## Rmrp                     Rmrp     19782
## Pbx2                     Pbx2     18515
## Srebf2                 Srebf2     20788
## Eif4g1                 Eif4g1    208643
## Tpp1                     Tpp1     12751
## Nup133                 Nup133    234865
## Psmd11                 Psmd11     69077
## Lmf1                     Lmf1     76483
## Isoc1                   Isoc1     66307
## Sept11                 Sept11      <NA>
## Vdac3                   Vdac3     22335
## Stard4                 Stard4    170459
## Tbca                     Tbca     21371
## Eif4a3                 Eif4a3    192170
## Inf2                     Inf2     70435
## Psmf1                   Psmf1    228769
## Gadd45gip1         Gadd45gip1    102060
## Lgals1                 Lgals1     16852
## Rap1b                   Rap1b    215449
## Prrc2a                 Prrc2a     53761
## Fancd2                 Fancd2    211651
## Idh3b                   Idh3b    170718
## Fam50a                 Fam50a    108160
## Ppp1r8                 Ppp1r8    100336
## Prpsap1               Prpsap1     67763
## Rars                     Rars    104458
## Nxt1                     Nxt1     56488
## Srsf9                   Srsf9    108014
## Kdm2b                   Kdm2b     30841
## Pear1                   Pear1     73182
## Herpud2               Herpud2     80517
## Nudt3                   Nudt3     56409
## Prr11                   Prr11    270906
## Psmd2                   Psmd2     21762
## Erp29                   Erp29     67397
## Dcaf12                 Dcaf12     68970
## Psmc3ip               Psmc3ip     19183
## 3110082I17Rik   3110082I17Rik     73212
## Sun1                     Sun1     77053
## Rtel1                   Rtel1    269400
## Gpn3                     Gpn3     68080
## Ptbp1                   Ptbp1     19205
## Rab8b                   Rab8b    235442
## Lancl2                 Lancl2     71835
## Trib1                   Trib1    211770
## M6pr                     M6pr     17113
## Dgcr8                   Dgcr8     94223
## Wdr70                   Wdr70    545085
## Ip6k1                   Ip6k1     27399
## Cisd2                   Cisd2     67006
## Ppm1j                   Ppm1j     71887
## Snrpf                   Snrpf     69878
## Ndufc1                 Ndufc1     66377
## Haus5                   Haus5     71909
## Tsen34                 Tsen34     66078
## Gpm6b                   Gpm6b     14758
## Hadhb                   Hadhb    231086
## Sertad1               Sertad1     55942
## Snhg4                   Snhg4 100503380
## Igbp1                   Igbp1     18518
## Ccdc167               Ccdc167     68597
## Psmd7                   Psmd7     17463
## Pstpip1               Pstpip1     19200
## Nop14                   Nop14     75416
## H2-Ob                   H2-Ob     15002
## Ldlrap1               Ldlrap1    100017
## Oard1                   Oard1    106821
## Sft2d1                 Sft2d1    106489
## Eif6                     Eif6     16418
## Ndufs3                 Ndufs3     68349
## Psmc4                   Psmc4     23996
## Trp53                   Trp53     22059
## Eif2s1                 Eif2s1     13665
## Wrn                       Wrn     22427
## Rnf19a                 Rnf19a     30945
## Psme2                   Psme2     19188
## Taf12                   Taf12     66464
## Tsfm                     Tsfm     66399
## Fam64a                 Fam64a      <NA>
## Foxn2                   Foxn2     14236
## Strn                     Strn    268980
## Ift46                   Ift46     76568
## Echdc1                 Echdc1     52665
## Hddc2                   Hddc2     69692
## Gna15                   Gna15     14676
## Wdfy2                   Wdfy2    268752
## Tbc1d14               Tbc1d14    100855
## Mrps24                 Mrps24     64660
## Arl2                     Arl2     56327
## Pfas                     Pfas    237823
## Mto1                     Mto1     68291
## Ublcp1                 Ublcp1     79560
## Prkaa1                 Prkaa1    105787
## Yipf3                   Yipf3     28064
## Txndc17               Txndc17     52700
## Txndc5                 Txndc5    105245
## Ppard                   Ppard     19015
## Rnase4                 Rnase4     58809
## Ttll12                 Ttll12    223723
## Polr3h                 Polr3h     78929
## Actn4                   Actn4     60595
## Vps35                   Vps35     65114
## Cenpw                   Cenpw     66311
## Pak1ip1               Pak1ip1     68083
## Sap30                   Sap30     60406
## Oxsr1                   Oxsr1    108737
## Pradc1                 Pradc1     73327
## Ruvbl1                 Ruvbl1     56505
## Fkbp11                 Fkbp11     66120
## Ifi35                   Ifi35     70110
## Deaf1                   Deaf1     54006
## E4f1                     E4f1     13560
## Srsf1                   Srsf1    110809
## Prdx5                   Prdx5     54683
## Ssfa2                   Ssfa2      <NA>
## Stip1                   Stip1     20867
## Nol7                     Nol7     70078
## Arhgap9               Arhgap9    216445
## Cetn3                   Cetn3     12626
## Lama4                   Lama4     16775
## Xrcc5                   Xrcc5     22596
## Ap3s1                   Ap3s1     11777
## Coa6                     Coa6     67892
## Slc20a2               Slc20a2     20516
## Prpf38a               Prpf38a    230596
## Rrbp1                   Rrbp1     81910
## Aldh16a1             Aldh16a1     69748
## Med17                   Med17    234959
## Nolc1                   Nolc1     70769
## Hinfp                   Hinfp    102423
## Cebpzos               Cebpzos     68554
## 9530077C05Rik   9530077C05Rik     68283
## Mettl7a1             Mettl7a1     70152
## Usp46                   Usp46     69727
## Pafah1b2             Pafah1b2     18475
## Gm15800               Gm15800      <NA>
## Zfp946                 Zfp946     74149
## Gnptab                 Gnptab    432486
## Rfx7                     Rfx7    319758
## Ndufa8                 Ndufa8     68375
## Cinp                     Cinp     67236
## Tdp1                     Tdp1    104884
## Arpc2                   Arpc2     76709
## Ppp2cb                 Ppp2cb     19053
## Ddb1                     Ddb1     13194
## Canx                     Canx     12330
## Mfsd4                   Mfsd4      <NA>
## Mrpl15                 Mrpl15     27395
## Nsf                       Nsf     18195
## 2810004N23Rik   2810004N23Rik     66523
## Capn1                   Capn1     12333
## Pomp                     Pomp     66537
## Psmb5                   Psmb5     19173
## Exosc6                 Exosc6     72544
## Psmd5                   Psmd5     66998
## Sfi1                     Sfi1     78887
## Gm6548                 Gm6548    625054
## Las1l                   Las1l     76130
## Coro2b                 Coro2b    235431
## Arrb2                   Arrb2    216869
## Arrdc2                 Arrdc2     70807
## Gcsh                     Gcsh     68133
## Crem                     Crem     12916
## 9130401M01Rik   9130401M01Rik     75758
## Usp6nl                 Usp6nl     98910
## Med20                   Med20     56771
## Pycr2                   Pycr2     69051
## Dap3                     Dap3     65111
## Mrpl40                 Mrpl40     18100
## Tbc1d4                 Tbc1d4    210789
## Hnrnpd                 Hnrnpd     11991
## Ndufc2                 Ndufc2     68197
## Lman1                   Lman1     70361
## Qrich1                 Qrich1     69232
## Eif4enif1           Eif4enif1     74203
## Pop7                     Pop7     74097
## Cdk2                     Cdk2     12566
## Fam76b                 Fam76b     72826
## Nup205                 Nup205     70699
## Pycrl                   Pycrl     66194
## Gatc                     Gatc    384281
## Aars                     Aars    234734
## Mybbp1a               Mybbp1a     18432
## Fbxl6                   Fbxl6     30840
## Etf1                     Etf1    225363
## Casp1                   Casp1     12362
## Sgol2a                 Sgol2a      <NA>
## Pip5k1b               Pip5k1b     18719
## Fbxw2                   Fbxw2     30050
## Zc3hc1                 Zc3hc1    232679
## Rab11a                 Rab11a     53869
## Psma2                   Psma2     19166
## Mdc1                     Mdc1    240087
## Zpr1                     Zpr1     22687
## Wdr5                     Wdr5    140858
## Abcb8                   Abcb8     74610
## Ctps                     Ctps     51797
## Capn15                 Capn15     50817
## Lcmt1                   Lcmt1     30949
## Dazap1                 Dazap1     70248
## Mad1l1                 Mad1l1     17120
## Cox7a1                 Cox7a1     12865
## Mtbp                     Mtbp    105837
## Polr2e                 Polr2e     66420
## Usp10                   Usp10     22224
## Lmf2                     Lmf2    105847
## Plekhg1               Plekhg1    213783
## Prmt7                   Prmt7    214572
## Rcc2                     Rcc2    108911
## Zc3hav1               Zc3hav1     78781
## Clpx                     Clpx    270166
## Esco2                   Esco2     71988
## Rdm1                     Rdm1     66599
## Mrpl54                 Mrpl54     66047
## Dclre1b               Dclre1b    140917
## Atp5l                   Atp5l     27425
## Rad23b                 Rad23b     19359
## Ssna1                   Ssna1     68475
## Nars                     Nars     70223
## Ppp4c                   Ppp4c     56420
## Dtnb                     Dtnb     13528
## Hk1                       Hk1     15275
## Fam43a                 Fam43a    224093
## Tomm40                 Tomm40     53333
## Elp6                     Elp6     72341
## Dars2                   Dars2    226539
## Sdhb                     Sdhb     67680
## Pik3r1                 Pik3r1     18708
## Nob1                     Nob1     67619
## Mef2c                   Mef2c     17260
## H2afj                   H2afj      <NA>
## Snap23                 Snap23     20619
## Cops4                   Cops4     26891
## Cast                     Cast     12380
## Rap1a                   Rap1a    109905
## Otulin                 Otulin    432940
## Lage3                   Lage3     66192
## Otud5                   Otud5     54644
## Stil                     Stil     20460
## Trappc10             Trappc10    216131
## Timm13                 Timm13     30055
## Psma3                   Psma3     19167
## Ppp1ca                 Ppp1ca     19045
## Rnaset2a             Rnaset2a 100037283
## Tatdn2                 Tatdn2    381801
## Rpl36al               Rpl36al     66483
## Paxip1                 Paxip1     55982
## Lrrc40                 Lrrc40     67144
## Fabp5                   Fabp5     16592
## Pdss1                   Pdss1     56075
## Zfp637                 Zfp637    232337
## Mrpl21                 Mrpl21    353242
## Arl8b                   Arl8b     67166
## Prps1                   Prps1     19139
## Haao                     Haao    107766
## Hdac1                   Hdac1    433759
## Tfeb                     Tfeb     21425
## Twf1                     Twf1     19230
## Sc5d                     Sc5d    235293
## Snapc5                 Snapc5    330959
## Slc6a6                 Slc6a6     21366
## Timm10                 Timm10     30059
## Mrps35                 Mrps35    232536
## Gapvd1                 Gapvd1     66691
## Hras                     Hras     15461
## Mrps7                   Mrps7     50529
## Noc4l                   Noc4l    100608
## Tor1aip2             Tor1aip2    240832
## Dhx58                   Dhx58     80861
## Nol12                   Nol12     97961
## 2700029M09Rik   2700029M09Rik      <NA>
## Cct2                     Cct2     12461
## Mrps26                 Mrps26     99045
## Eri1                     Eri1     67276
## Eef1e1                 Eef1e1     66143
## Prkce                   Prkce     18754
## Polr2h                 Polr2h    245841
## D330041H03Rik   D330041H03Rik    654822
## Vdac2                   Vdac2     22334
## Pigyl                   Pigyl     66268
## Dnaja3                 Dnaja3     83945
## E130012A19Rik   E130012A19Rik      <NA>
## Rpph1                   Rpph1     85029
## Med7                     Med7     66213
## Nifk                     Nifk     67949
## Klf16                   Klf16    118445
## Rbx1                     Rbx1     56438
## Tchp                     Tchp     77832
## Taf8                     Taf8     63856
## Ammecr1               Ammecr1     56068
## Snupn                   Snupn     66069
## Fanci                   Fanci    208836
## Hsbp1                   Hsbp1     68196
## Pitpnb                 Pitpnb     56305
## Gab1                     Gab1     14388
## Tmem147               Tmem147     69804
## Trim26                 Trim26     22670
## Gnas                     Gnas     14683
## Eml3                     Eml3    225898
## Sf3b4                   Sf3b4    107701
## Zak                       Zak      <NA>
## Mcu                       Mcu    215999
## Zcchc17               Zcchc17    619605
## Acbd6                   Acbd6     72482
## Eed                       Eed     13626
## Ncbp1                   Ncbp1    433702
## Mrpl55                 Mrpl55     67212
## Usp39                   Usp39     28035
## Ssr1                     Ssr1    107513
## Bcl2l13               Bcl2l13     94044
## Ints10                 Ints10     70885
## Sf3a3                   Sf3a3     75062
## Csrp1                   Csrp1     13007
## Ssh2                     Ssh2    237860
## Ggact                   Ggact    223267
## Zfand3                 Zfand3     21769
## Fgf13                   Fgf13     14168
## Telo2                   Telo2     71718
## Rrp36                   Rrp36    224823
## Slc25a4               Slc25a4     11739
## Ap1b1                   Ap1b1     11764
## Acsl5                   Acsl5    433256
## Tbccd1                 Tbccd1     70573
## Ap1s1                   Ap1s1     11769
## Ccdc71                 Ccdc71     72454
## Exosc9                 Exosc9     50911
## Dnm1l                   Dnm1l     74006
## Pros1                   Pros1     19128
## Kdelr1                 Kdelr1     68137
## Mospd3                 Mospd3     68929
## Fam3c                   Fam3c     27999
## Ssb                       Ssb     20823
## Pex7                     Pex7     18634
## Dnttip1               Dnttip1     76233
## Zfp428                 Zfp428    232969
## Gorasp2               Gorasp2     70231
## Bora                     Bora     77744
## Rwdd1                   Rwdd1     66521
## Hyal2                   Hyal2     15587
## Pex6                     Pex6    224824
## Dtx3                     Dtx3     80904
## Exosc5                 Exosc5     27998
## Ticrr                   Ticrr     77011
## Sin3a                   Sin3a     20466
## Cpne3                   Cpne3     70568
## Dhx15                   Dhx15     13204
## Trim39                 Trim39     79263
## 2700060E02Rik   2700060E02Rik      <NA>
## Slc31a1               Slc31a1     20529
## Edc3                     Edc3    353190
## Aacs                     Aacs     78894
## U2surp                 U2surp     67958
## Cops2                   Cops2     12848
## Leng8                   Leng8    232798
## Tfb1m                   Tfb1m    224481
## Abca3                   Abca3     27410
## Pacs1                   Pacs1    107975
## Nup107                 Nup107    103468
## Wdr12                   Wdr12     57750
## Ccdc22                 Ccdc22     54638
## Enoph1                 Enoph1     67870
## Wdr24                   Wdr24    268933
## Armc1                   Armc1     74252
## Mettl9                 Mettl9     59052
## Pard6g                 Pard6g     93737
## Aco1                     Aco1     11428
## Gas5                     Gas5     14455
## Ccdc88a               Ccdc88a    108686
## Slc25a44             Slc25a44    229517
## Faf1                     Faf1     14084
## A930015D03Rik   A930015D03Rik     77810
## Ndufa5                 Ndufa5     68202
## Hnrnpa1               Hnrnpa1     15382
## Mylk                     Mylk    107589
## Iars2                   Iars2    381314
## Usp33                   Usp33    170822
## Bnip2                   Bnip2     12175
## Pdk3                     Pdk3    236900
## Rrp15                   Rrp15     67223
## Srsf4                   Srsf4     57317
## Arf2                     Arf2     11841
## Fam76a                 Fam76a    230789
## Mrpl44                 Mrpl44     69163
## Akap1                   Akap1     11640
## Smim4                   Smim4     66487
## Fam101b               Fam101b      <NA>
## Rhog                     Rhog     56212
## Mob2                     Mob2    101513
## Fancl                   Fancl     67030
## Kdelr2                 Kdelr2     66913
## Seh1l                   Seh1l     72124
## Tbcel                   Tbcel    272589
## Cops5                   Cops5     26754
## Pdcd5                   Pdcd5     56330
## Rbl1                     Rbl1     19650
## Bzw1                     Bzw1     66882
## Hspa4                   Hspa4     15525
## Ap4b1                   Ap4b1     67489
## Ccndbp1               Ccndbp1     17151
## Cenpc1                 Cenpc1     12617
## Iars                     Iars    105148
## Tars                     Tars    110960
## Psmb3                   Psmb3     26446
## Mrpl45                 Mrpl45     67036
## Git1                     Git1    216963
## Ecsit                   Ecsit     26940
## Ptov1                   Ptov1     84113
## Cd151                   Cd151     12476
## Cars2                   Cars2     71941
## Mars2                   Mars2    212679
## Knop1                   Knop1     66356
## Prpf3                   Prpf3     70767
## Flywch1               Flywch1    224613
## Dis3l                   Dis3l    213550
## Asah1                   Asah1     11886
## Cnpy3                   Cnpy3     72029
## Ebna1bp2             Ebna1bp2     69072
## Pnpt1                   Pnpt1     71701
## Rhno1                   Rhno1     72440
## Rnf187                 Rnf187    108660
## Phlda1                 Phlda1     21664
## Stx12                   Stx12    100226
## Psmd3                   Psmd3     22123
## Mapre2                 Mapre2    212307
## Tmem183a             Tmem183a     57439
## Mrpl11                 Mrpl11     66419
## Tap1                     Tap1     21354
## Renbp                   Renbp     19703
## Prkrir                 Prkrir      <NA>
## Ogfod3                 Ogfod3     66179
## Pus1                     Pus1     56361
## Gdi2                     Gdi2     14569
## Ppp1r21               Ppp1r21     73825
## Gm2a                     Gm2a     14667
## Bub3                     Bub3     12237
## Adrm1                   Adrm1     56436
## Cluh                     Cluh     74148
## Gstm1                   Gstm1     14862
## G2e3                     G2e3    217558
## Ddrgk1                 Ddrgk1     77006
## Mapk8ip3             Mapk8ip3     30957
## Ctage5                 Ctage5      <NA>
## Wbp5                     Wbp5      <NA>
## Mapk6                   Mapk6     50772
## Rtn3                     Rtn3     20168
## Pip4k2a               Pip4k2a     18718
## Ccz1                     Ccz1    231874
## 1110008F13Rik   1110008F13Rik      <NA>
## Xpot                     Xpot     73192
## Timm10b               Timm10b     14356
## Nab1                     Nab1     17936
## Sars                     Sars     20226
## Pus7                     Pus7     78697
## Gabarapl1           Gabarapl1     57436
## Psmc1                   Psmc1     19179
## G3bp1                   G3bp1     27041
## Lrrc8c                 Lrrc8c    100604
## Acadl                   Acadl     11363
## Mrpl47                 Mrpl47     74600
## Safb2                   Safb2    224902
## 1810026J23Rik   1810026J23Rik      <NA>
## Rpp30                   Rpp30     54364
## Crtap                   Crtap     56693
## Vps26a                 Vps26a     30930
## Psmd9                   Psmd9     67151
## Plscr2                 Plscr2     18828
## Cstf3                   Cstf3    228410
## Srpr                     Srpr     67398
## Sacm1l                 Sacm1l     83493
## Fdft1                   Fdft1     14137
## Brcc3                   Brcc3    210766
## Mrpl46                 Mrpl46     67308
## Myc                       Myc     17869
## Drap1                   Drap1     66556
## Kdm7a                   Kdm7a    338523
## Prkag2                 Prkag2    108099
## Mettl5                 Mettl5     75422
## Sdad1                   Sdad1    231452
## Polr2c                 Polr2c     20021
## Ube2m                   Ube2m     22192
## Tmem108               Tmem108     81907
## Mmd                       Mmd     67468
## Gpatch11             Gpatch11     53951
## Sgk3                     Sgk3    170755
## Papd7                   Papd7      <NA>
## Cdc42ep3             Cdc42ep3    260409
## Tnfrsf21             Tnfrsf21     94185
## Gna12                   Gna12     14673
## Cdc27                   Cdc27    217232
## Fam89b                 Fam89b     17826
## D10Jhu81e           D10Jhu81e      <NA>
## Itpa                     Itpa     16434
## Fdx1                     Fdx1     14148
## Traf5                   Traf5     22033
## Cd52                     Cd52     23833
## Sigmar1               Sigmar1     18391
## Vkorc1l1             Vkorc1l1     69568
## Wtap                     Wtap     60532
## Cmc4                     Cmc4 105886298
## Eci1                     Eci1     13177
## Cdk2ap1               Cdk2ap1     13445
## Vcpkmt                 Vcpkmt    207965
## Nelfa                   Nelfa     24116
## Cdca2                   Cdca2    108912
## Bod1                     Bod1     69556
## Hiatl1                 Hiatl1      <NA>
## Mrps18c               Mrps18c     68735
## Ubap2                   Ubap2     68926
## Trmt1                   Trmt1    212528
## Mrps31                 Mrps31     57312
## Pprc1                   Pprc1    226169
## Chd3                     Chd3    216848
## Cramp1l               Cramp1l      <NA>
## Cs                         Cs     12974
## Bud13                   Bud13    215051
## Eprs                     Eprs    107508
## Hnrnpl                 Hnrnpl     15388
## Rnf126                 Rnf126     70294
## Cyb561d2             Cyb561d2     56368
## Psmc6                   Psmc6     67089
## Rpusd1                 Rpusd1    106707
## Prmt5                   Prmt5     27374
## Ube4a                   Ube4a    140630
## Ubr7                     Ubr7     66622
## Nampt                   Nampt     59027
## Cdc34                   Cdc34    216150
## Gss                       Gss     14854
## Gsk3a                   Gsk3a    606496
## Morc2a                 Morc2a     74522
## Trappc4               Trappc4     60409
## Adgrg3                 Adgrg3     54672
## Dnm2                     Dnm2     13430
## Atp6v1b2             Atp6v1b2     11966
## Ptpn9                   Ptpn9     56294
## E130309D02Rik   E130309D02Rik      <NA>
## Cep83                   Cep83     77048
## Elmo1                   Elmo1    140580
## Higd1a                 Higd1a     56295
## Eif4h                   Eif4h     22384
## Scly                     Scly     50880
## Zfand2b               Zfand2b     68818
## Elovl1                 Elovl1     54325
## Cox6c                   Cox6c     12864
## Hn1                       Hn1      <NA>
## Fhl3                     Fhl3     14201
## Ssbp1                   Ssbp1    381760
## Adam9                   Adam9     11502
## Capg                     Capg     12332
## Lsm6                     Lsm6     78651
## Mms22l                 Mms22l    212377
## Atg3                     Atg3     67841
## Ddx21                   Ddx21     56200
## Cdan1                   Cdan1     68968
## Ccdc77                 Ccdc77     67200
## Pus3                     Pus3     67049
## Pja2                     Pja2    224938
## Mpi                       Mpi    110119
## Trpv2                   Trpv2     22368
## Pin1                     Pin1     23988
## Nploc4                 Nploc4    217365
## Npat                     Npat    244879
## Adsl                     Adsl     11564
## Tjap1                   Tjap1     74094
## Ubb                       Ubb     22187
## Tbc1d5                 Tbc1d5     72238
## Rwdd2b                 Rwdd2b     53858
## Nadk                     Nadk    192185
## Timm23                 Timm23     53600
## Dhrs1                   Dhrs1     52585
## Fmr1                     Fmr1     14265
## Camsap2               Camsap2     67886
## Emc7                     Emc7     73024
## Ppp1r2                 Ppp1r2     66849
## Ltv1                     Ltv1    353258
## Psmd12                 Psmd12     66997
## Ilkap                   Ilkap     67444
## Morn2                   Morn2    378462
## Ada                       Ada     11486
## Pkn2                     Pkn2    109333
## Isca2                   Isca2     74316
## Prps1l3               Prps1l3    328099
## Ube2o                   Ube2o    217342
## Cdk5rap3             Cdk5rap3     80280
## Mars                     Mars      <NA>
## Psmd4                   Psmd4     19185
## Tssc1                   Tssc1      <NA>
## Cdca4                   Cdca4     71963
## Tpra1                   Tpra1     24100
## Ypel5                   Ypel5    383295
## Senp1                   Senp1    223870
## Foxk2                   Foxk2     68837
## Arl6ip6               Arl6ip6     65103
## Smc3                     Smc3     13006
## Uchl3                   Uchl3     50933
## Fig4                     Fig4    103199
## Utp18                   Utp18    217109
## Mrfap1                 Mrfap1     67568
## Vps29                   Vps29     56433
## Slc35b4               Slc35b4     58246
## Srrm1                   Srrm1     51796
## Eefsec                 Eefsec     65967
## Dbi                       Dbi     13167
## Slc45a4               Slc45a4    106068
## Parp3                   Parp3    235587
## Mphosph6             Mphosph6     68533
## Ccni                     Ccni     12453
## Ufsp2                   Ufsp2    192169
## Ifngr1                 Ifngr1     15979
## Polr1d                 Polr1d     20018
## Commd2                 Commd2     52245
## Nup54                   Nup54    269113
## Pld3                     Pld3     18807
## Atp6v1e1             Atp6v1e1     11973
## Mrps14                 Mrps14     64659
## Med6                     Med6     69792
## Smn1                     Smn1     20595
## Gltscr2               Gltscr2      <NA>
## Chordc1               Chordc1     66917
## Usp25                   Usp25     30940
## Gabpb2                 Gabpb2    213054
## Cdkn2aipnl         Cdkn2aipnl     52626
## Whsc1                   Whsc1      <NA>
## Trim25                 Trim25    217069
## Ccpg1                   Ccpg1     72278
## Slfn5                   Slfn5    327978
## Faap20                 Faap20     67513
## Dennd1a               Dennd1a    227801
## Tbrg4                   Tbrg4     21379
## Tomm20                 Tomm20     67952
## Rasgrp3               Rasgrp3    240168
## Ctnnbl1               Ctnnbl1     66642
## Bri3bp                 Bri3bp     76809
## Synj2                   Synj2     20975
## Atn1                     Atn1     13498
## Mtor                     Mtor     56717
## Usp5                     Usp5     22225
## Nosip                   Nosip     66394
## Cep295                 Cep295    319675
## Mbd3                     Mbd3     17192
## Hspa5                   Hspa5     14828
## Sugt1                   Sugt1     67955
## Ska2                     Ska2     66140
## Heatr3                 Heatr3    234549
## Ilf2                     Ilf2     67781
## Eif5b                   Eif5b    226982
## Zfp467                 Zfp467     68910
## Tusc2                   Tusc2     80385
## Phf7                     Phf7     71838
## Zfp472                 Zfp472    224691
## Clpb                     Clpb     20480
## Oxa1l                   Oxa1l     69089
## Tmem192               Tmem192     73067
## Scaf8                   Scaf8    106583
## Nsdhl                   Nsdhl     18194
## Atf1                     Atf1     11908
## Cars                     Cars     27267
## Dnajc8                 Dnajc8     68598
## Naa50                   Naa50     72117
## Wdr45b                 Wdr45b     66840
## Thap7                   Thap7     69009
## Elp5                     Elp5     54351
## Chd1l                   Chd1l     68058
## Mink1                   Mink1     50932
## Txnl4a                 Txnl4a     27366
## Snora17               Snora17 100306954
## Eif2b5                 Eif2b5    224045
## Atox1                   Atox1     11927
## Klhl25                 Klhl25    207952
## Gmpr                     Gmpr     66355
## Serinc1               Serinc1     56442
## Katnb1                 Katnb1     74187
## Man2b1                 Man2b1     17159
## Lmnb2                   Lmnb2     16907
## Aamp                     Aamp    227290
## Ftsj3                   Ftsj3     56095
## Dnpep                   Dnpep     13437
## Ptpn1                   Ptpn1     19246
## Mrps30                 Mrps30     59054
## Osbpl8                 Osbpl8    237542
## Eif4ebp1             Eif4ebp1     13685
## Bckdk                   Bckdk     12041
## Zfyve21               Zfyve21     68520
## Uxs1                     Uxs1     67883
## Ndufa9                 Ndufa9     66108
## Ak6                       Ak6 102216272
## Cul7                     Cul7     66515
## Snf8                     Snf8     27681
## Psmd6                   Psmd6     66413
## Pgm2                     Pgm2     66681
## Sdhc                     Sdhc     66052
## Tnpo1                   Tnpo1    238799
## Rab27a                 Rab27a     11891
## Cul5                     Cul5     75717
## Isg20l2               Isg20l2    229504
## Eif1                     Eif1     20918
## Api5                     Api5     11800
## Drosha                 Drosha     14000
## Clcc1                   Clcc1    229725
## Gnb4                     Gnb4     14696
## Tbc1d22a             Tbc1d22a    223754
## Brk1                     Brk1    101314
## Ece2                     Ece2    107522
## Mum1                     Mum1      <NA>
## Ggnbp2                 Ggnbp2    217039
## Cep89                   Cep89     72140
## Tmem261               Tmem261      <NA>
## Sympk                   Sympk     68188
## Ndufa6                 Ndufa6     67130
## Tssc4                   Tssc4     56844
## Slc25a15             Slc25a15     18408
## Uba5                     Uba5     66663
## Txndc15               Txndc15     69672
## Oat                       Oat     18242
## Nudt22                 Nudt22     68323
## Tbc1d22b             Tbc1d22b    381085
## Ube2e3                 Ube2e3     22193
## Btbd9                   Btbd9    224671
## Tsnax                   Tsnax     53424
## Dusp4                   Dusp4    319520
## Ing5                     Ing5     66262
## Sapcd2                 Sapcd2     72080
## Crat                     Crat     12908
## Ece1                     Ece1    230857
## Mrpl16                 Mrpl16     94063
## Vps52                   Vps52    224705
## Slk                       Slk     20874
## Atad3a                 Atad3a    108888
## Eif1ad                 Eif1ad     69860
## Fhl1                     Fhl1     14199
## Scap                     Scap    235623
## Smad7                   Smad7     17131
## Snrpa                   Snrpa     53607
## Ccdc71l               Ccdc71l     72123
## 0610007P14Rik   0610007P14Rik      <NA>
## Gm12669               Gm12669    620016
## Klhdc10               Klhdc10     76788
## Rab40c                 Rab40c    224624
## Rrp7a                   Rrp7a     74778
## Acsl4                   Acsl4     50790
## Wdr82                   Wdr82     77305
## Dpm1-adnp           Dpm1-adnp      <NA>
## Brip1os               Brip1os     74038
## Usp19                   Usp19     71472
## Glb1                     Glb1     12091
## C1d                       C1d     57316
## Firre                   Firre    103012
## Tank                     Tank     21353
## Tmod3                   Tmod3     50875
## Rabepk                 Rabepk    227746
## Ndufs8                 Ndufs8    225887
## Ube2v1                 Ube2v1     66589
## Mtap                     Mtap     66902
## Hbs1l                   Hbs1l     56422
## Pts                       Pts     19286
## Ndufaf4               Ndufaf4     68493
## Acad9                   Acad9    229211
## Nsun5                   Nsun5    100609
## Srebf1                 Srebf1     20787
## Pdf                       Pdf     68023
## Exosc1                 Exosc1     66583
## Chmp3                   Chmp3     66700
## Poc1b                   Poc1b    382406
## Stk3                     Stk3     56274
## Asna1                   Asna1      <NA>
## Xbp1                     Xbp1     22433
## Clcn7                   Clcn7     26373
## Cuedc2                 Cuedc2     67116
## Shc1                     Shc1     20416
## Phactr4               Phactr4    100169
## AU019823             AU019823      <NA>
## Frat2                   Frat2    212398
## Fam188a               Fam188a      <NA>
## Agtpbp1               Agtpbp1     67269
## Anxa7                   Anxa7     11750
## Rgs8                     Rgs8     67792
## Cdk11b                 Cdk11b     12537
## Phf19                   Phf19     74016
## Psmd13                 Psmd13     23997
## Zfp160                 Zfp160    224585
## Hprt                     Hprt     15452
## Acaa1a                 Acaa1a    113868
## Fxyd5                   Fxyd5     18301
## Dffb                     Dffb     13368
## Gpr108                 Gpr108     78308
## Plrg1                   Plrg1     53317
## Med25                   Med25     75613
## Lck                       Lck     16818
## Jmjd8                   Jmjd8     72106
## Erlin1                 Erlin1    226144
## Asb6                     Asb6     72323
## Mcrs1                   Mcrs1     51812
## Nup93                   Nup93     71805
## Rbm8a                   Rbm8a     60365
## Urm1                     Urm1     68205
## Ndufa1                 Ndufa1     54405
## Katna1                 Katna1     23924
## Ccdc124               Ccdc124    234388
## Vav1                     Vav1     22324
## Ulk1                     Ulk1     22241
## Gusb                     Gusb    110006
## Rufy1                   Rufy1    216724
## Gtpbp1                 Gtpbp1     14904
## Pip4k2c               Pip4k2c    117150
## Smurf2                 Smurf2     66313
## Ostc                     Ostc     66357
## Ccdc84                 Ccdc84    382073
## 2700062C07Rik   2700062C07Rik     68046
## Twf2                     Twf2     23999
## Ndufb5                 Ndufb5     66046
## Ubl3                     Ubl3     24109
## Ptpmt1                 Ptpmt1     66461
## Rassf1                 Rassf1     56289
## Slc7a1                 Slc7a1     11987
## Rbmx2                   Rbmx2    209003
## Cyfip1                 Cyfip1     20430
## Mmp11                   Mmp11     17385
## Fam212a               Fam212a      <NA>
## Zfp426                 Zfp426    235028
## Sumf1                   Sumf1     58911
## Stx7                     Stx7     53331
## Fcf1                     Fcf1     73736
## Tex264                 Tex264     21767
## Clasp2                 Clasp2     76499
## Extl3                   Extl3     54616
## Gmps                     Gmps    229363
## Mycbp                   Mycbp     56309
## Ola1                     Ola1     67059
## Ddx18                   Ddx18     66942
## Prr3                     Prr3     75210
## Gfm1                     Gfm1     28030
## BC055324             BC055324    381306
## Nme7                     Nme7    171567
## Scamp2                 Scamp2     24044
## Unc50                   Unc50     67387
## Tanc1                   Tanc1     66860
## Ppp2ca                 Ppp2ca     19052
## Kdelc1                 Kdelc1      <NA>
## Ap2m1                   Ap2m1     11773
## Bud31                   Bud31    231889
## Shfm1                   Shfm1      <NA>
## Dnajb6                 Dnajb6     23950
## Fundc2                 Fundc2     67391
## Gpatch4               Gpatch4     66614
## Sh3glb2               Sh3glb2    227700
## Pdcd10                 Pdcd10     56426
## Dok2                     Dok2     13449
## Tm2d3                   Tm2d3     68634
## Ipo11                   Ipo11     76582
## Tma16                   Tma16     66282
## Rasa2                   Rasa2    114713
## Alg5                     Alg5     66248
## Slc25a45             Slc25a45    107375
## Commd9                 Commd9     76501
## Zfp511                 Zfp511     69752
## Golph3l               Golph3l    229593
## Ppig                     Ppig    228005
## Eif2b1                 Eif2b1    209354
## Mphosph10           Mphosph10     67973
## Gmppb                   Gmppb    331026
## Minos1                 Minos1      <NA>
## Vps16                   Vps16     80743
## Jup                       Jup     16480
## Tm9sf1                 Tm9sf1     74140
## Raly                     Raly     19383
## Tmem59                 Tmem59     56374
## Ttf2                     Ttf2     74044
## Mbnl3                   Mbnl3    171170
## Vps13c                 Vps13c    320528
## Aagab                   Aagab     66939
## Herc1                   Herc1    235439
## Tsta3                   Tsta3      <NA>
## Rbm14                   Rbm14     56275
## Carkd                   Carkd      <NA>
## Eci2                     Eci2     23986
## Dctn2                   Dctn2     69654
## St13                     St13     70356
## Ict1                     Ict1      <NA>
## Smchd1                 Smchd1     74355
## Pygm                     Pygm     19309
## Itgb1bp1             Itgb1bp1     16413
## Nat10                   Nat10     98956
## Dnaja2                 Dnaja2     56445
## Golt1b                 Golt1b     66964
## H3f3a                   H3f3a     15078
## Cbl                       Cbl     12402
## Wdr76                   Wdr76    241627
## Itpr3                   Itpr3     16440
## Pglyrp2               Pglyrp2     57757
## Calr                     Calr     12317
## Rcl1                     Rcl1     59028
## Tardbp                 Tardbp    230908
## Ppp1r7                 Ppp1r7     66385
## Fam49b                 Fam49b      <NA>
## Rae1                     Rae1     66679
## Got2                     Got2     14719
## E2f7                     E2f7     52679
## Gt(ROSA)26Sor   Gt(ROSA)26Sor     14910
## Gtf3c5                 Gtf3c5     70239
## Shb                       Shb    230126
## Tmco1                   Tmco1     68944
## 2410016O06Rik   2410016O06Rik      <NA>
## Ncf4                     Ncf4     17972
## Man2a1                 Man2a1     17158
## Cpped1                 Cpped1    223978
## Afg3l2                 Afg3l2     69597
## Magt1                   Magt1     67075
## Man1a                   Man1a     17155
## Rusc1                   Rusc1     72296
## U2af2                   U2af2     22185
## Ndufab1               Ndufab1     70316
## Zbtb22                 Zbtb22     81630
## Ccdc47                 Ccdc47     67163
## Riok3                   Riok3     66878
## Sac3d1                 Sac3d1     66406
## Fam133b               Fam133b     68152
## Drg1                     Drg1     13494
## Ywhab                   Ywhab     54401
## Ptges2                 Ptges2     96979
## Clp1                     Clp1     98985
## Gins3                   Gins3     78833
## Abhd17c               Abhd17c     70178
## Oaz2                     Oaz2     18247
## Arih1                   Arih1     23806
## Ppwd1                   Ppwd1    238831
## Skap2                   Skap2     54353
## Dvl1                     Dvl1     13542
## Upf3b                   Upf3b     68134
## 2610318N02Rik   2610318N02Rik     70458
## Emc6                     Emc6     66048
## Txndc9                 Txndc9     98258
## Nkrf                     Nkrf     77286
## Abhd10                 Abhd10    213012
## Akt3                     Akt3     23797
## Rbm28                   Rbm28     68272
## Ipo9                     Ipo9    226432
## Rgs12                   Rgs12     71729
## Ppie                     Ppie     56031
## Tra2b                   Tra2b     20462
## B4galt5               B4galt5     56336
## Rpusd4                 Rpusd4     71989
## Apbb1ip               Apbb1ip     54519
## Mrpl36                 Mrpl36     94066
## Snrnp27               Snrnp27     66618
## Ppp4r1                 Ppp4r1     70351
## Ogfod2                 Ogfod2     66627
## Taf5l                   Taf5l    102162
## Pan2                     Pan2    103135
## Gimap4                 Gimap4    107526
## Kctd9                   Kctd9    105440
## Ddx26b                 Ddx26b      <NA>
## Aida                     Aida    108909
## Wdr48                   Wdr48     67561
## Ndufs1                 Ndufs1    227197
## Tprkb                   Tprkb     69786
## Trim37                 Trim37     68729
## Rnpc3                   Rnpc3     67225
## Zfp959                 Zfp959    224893
## Meaf6                   Meaf6     70088
## Abhd11                 Abhd11     68758
## Alkbh8                 Alkbh8     67667
## Rnpep                   Rnpep    215615
## Rps19bp1             Rps19bp1     66538
## Cfap45                 Cfap45     71870
## Nop2                     Nop2    110109
## Psmc2                   Psmc2     19181
## Tnip2                   Tnip2    231130
## Gabbr1                 Gabbr1     54393
## Kdm5d                   Kdm5d     20592
## Calcrl                 Calcrl     54598
## Emc8                     Emc8     18117
## Tada3                   Tada3    101206
## Lrrc49                 Lrrc49    102747
## Pim3                     Pim3    223775
## Fpgs                     Fpgs     14287
## Mitd1                   Mitd1     69028
## Cab39l                 Cab39l     69008
## Mrpl34                 Mrpl34     94065
## Cops7a                 Cops7a     26894
## Vti1a                   Vti1a     53611
## Gaa                       Gaa     14387
## Zfp609                 Zfp609    214812
## Cep63                   Cep63     28135
## Ddx27                   Ddx27    228889
## 5031414D18Rik   5031414D18Rik      <NA>
## Rprd1b                 Rprd1b     70470
## Ift27                   Ift27     67042
## Rpl22l1               Rpl22l1     68028
## Arih2                   Arih2     23807
## Zfp760                 Zfp760    240034
## Slfn9                   Slfn9    237886
## Slc2a1                 Slc2a1     20525
## Cul3                     Cul3     26554
## Spryd3                 Spryd3    223918
## Tmem259               Tmem259    216157
## Rad9a                   Rad9a     19367
## P4ha1                   P4ha1     18451
## Nedd8                   Nedd8     18002
## Skap1                   Skap1     78473
## Pom121                 Pom121    107939
## Abtb1                   Abtb1     80283
## Slc35a4               Slc35a4     67843
## Tubgcp2               Tubgcp2     74237
## Nudcd1                 Nudcd1     67429
## Tor1a                   Tor1a     30931
## Pcgf6                   Pcgf6     71041
## Gtf3c2                 Gtf3c2     71752
## Itpripl1             Itpripl1     73338
## Ebp                       Ebp     13595
## Qdpr                     Qdpr    110391
## Ccdc107               Ccdc107    622404
## 2310033P09Rik   2310033P09Rik     67862
## Cactin                 Cactin     70312
## Tmem63a               Tmem63a    208795
## Cnbp                     Cnbp     12785
## Spata5                 Spata5     57815
## Parp12                 Parp12    243771
## Babam1                 Babam1     68251
## Armc8                   Armc8     74125
## Cbx3                     Cbx3     12417
## Maz                       Maz     17188
## Acot9                   Acot9     56360
## Sil1                     Sil1     81500
## Gatad2a               Gatad2a    234366
## Tmem258               Tmem258     69038
## 4930427A07Rik   4930427A07Rik      <NA>
## Zc3h18                 Zc3h18     76014
## Ap2s1                   Ap2s1    232910
## Vprbp                   Vprbp      <NA>
## Eif4e                   Eif4e     13684
## Panx1                   Panx1     55991
## Mir703                 Mir703    735265
## Mettl14               Mettl14    210529
## Nop16                   Nop16     28126
## Gstcd                   Gstcd     67553
## Grwd1                   Grwd1    101612
## Uxt                       Uxt     22294
## Fto                       Fto     26383
## Igsf9                   Igsf9     93842
## Rraga                   Rraga     68441
## Noa1                     Noa1     56412
## Sars2                   Sars2     71984
## Coro1c                 Coro1c     23790
## Fasn                     Fasn     14104
## Ormdl2                 Ormdl2     66844
## Taco1                   Taco1     70207
## Mapk11                 Mapk11     19094
## Sh3bp1                 Sh3bp1     20401
## Gkap1                   Gkap1     56278
## Peg13                   Peg13    353342
## Sirt2                   Sirt2     64383
## Spg21                   Spg21     27965
## Fam104a               Fam104a     28081
## Dhx57                   Dhx57    106794
## Ccdc82                 Ccdc82     66396
## Ninj1                   Ninj1     18081
## Ubr2                     Ubr2    224826
## Ubqln4                 Ubqln4     94232
## Smarcb1               Smarcb1     20587
## Dnajc15               Dnajc15     66148
## Polr2b                 Polr2b    231329
## Apmap                   Apmap     71881
## Ica1                     Ica1     15893
## Ergic3                 Ergic3     66366
## Tmed2                   Tmed2     56334
## Xrn2                     Xrn2     24128
## Smim15                 Smim15     75616
## Fcmr                     Fcmr     69169
## Zfp639                 Zfp639     67778
## Il10rb                 Il10rb     16155
## Polr2i                 Polr2i     69920
## Cd84                     Cd84     12523
## Trim41                 Trim41    211007
## Jun                       Jun     16476
## Pde12                   Pde12    211948
## Smg9                     Smg9     71997
## Lsm12                   Lsm12    268490
## Utp14a                 Utp14a     72554
## Ubl5                     Ubl5     66177
## Rbbp8                   Rbbp8    225182
## Ube2l3                 Ube2l3     22195
## Milr1                   Milr1    380732
## Pef1                     Pef1     67898
## Cul2                     Cul2     71745
## Pcgf5                   Pcgf5     76073
## Mrpl49                 Mrpl49     18120
## Mtch2                   Mtch2     56428
## Cdk8                     Cdk8    264064
## Ucp2                     Ucp2     22228
## Coq7                     Coq7     12850
## 2310022A10Rik   2310022A10Rik     66367
## Pdcd6                   Pdcd6     18570
## Ddx3y                   Ddx3y     26900
## Tnk2                     Tnk2     51789
## Chaf1b                 Chaf1b    110749
## Dpcd                     Dpcd    226162
## Klhdc4                 Klhdc4    234825
## Ubac2                   Ubac2     68889
## Kif1c                   Kif1c     16562
## Usf2                     Usf2     22282
## Naa40                   Naa40     70999
## Cstf2                   Cstf2    108062
## Rmdn3                   Rmdn3     67809
## Snrk                     Snrk     20623
## Yars                     Yars    107271
## U2af1l4               U2af1l4    233073
## Nkiras2               Nkiras2     71966
## B3galnt2             B3galnt2     97884
## Hsd17b10             Hsd17b10     15108
## Hmgcr                   Hmgcr     15357
## Ireb2                   Ireb2     64602
## Mrpl51                 Mrpl51     66493
## Cyb5r1                 Cyb5r1     72017
## Gria2                   Gria2     14800
## Nfkbib                 Nfkbib     18036
## Mrps12                 Mrps12     24030
## Chmp6                   Chmp6    208092
## Fam129a               Fam129a      <NA>
## Ccny                     Ccny     67974
## Smyd5                   Smyd5    232187
## Nup153                 Nup153    218210
## Ppm1a                   Ppm1a     19042
## G6pc3                   G6pc3     68401
## Acad11                 Acad11    102632
## Wdr36                   Wdr36    225348
## Klhl2                   Klhl2     77113
## Uty                       Uty     22290
## Wdr26                   Wdr26    226757
## Tbce                     Tbce     70430
## Reep3                   Reep3     28193
## Ptpra                   Ptpra     19262
## Ppcdc                   Ppcdc     66812
## Grhpr                   Grhpr     76238
## Klf6                     Klf6     23849
## Pdcd7                   Pdcd7     50996
## Ppm1f                   Ppm1f     68606
## Mcur1                   Mcur1     76137
## B4gat1                 B4gat1    108902
## Lrba                     Lrba     80877
## Gtpbp4                 Gtpbp4     69237
## Ttll4                   Ttll4     67534
## Alg10b                 Alg10b    380959
## Pidd1                   Pidd1     57913
## Mfsd5                   Mfsd5    106073
## Sdf2                     Sdf2     20316
## Ufc1                     Ufc1     66155
## Stk11                   Stk11     20869
## Dr1                       Dr1     13486
## Ppp2r3c               Ppp2r3c     59032
## Glcci1                 Glcci1    170772
## S100a13               S100a13     20196
## Becn1                   Becn1     56208
## Etfb                     Etfb    110826
## Rer1                     Rer1     67830
## Ankrd32               Ankrd32      <NA>
## Luzp1                   Luzp1    269593
## Fut8                     Fut8     53618
## Mrps21                 Mrps21     66292
## Trp53i13             Trp53i13    216964
## Heatr5b               Heatr5b    320473
## Zfp672                 Zfp672    319475
## Dhodh                   Dhodh     56749
## Ddx19a                 Ddx19a     13680
## Hist1h1c             Hist1h1c      <NA>
## Laptm4a               Laptm4a     17775
## Edf1                     Edf1     59022
## Ccdc61                 Ccdc61    232933
## Wars                     Wars     22375
## Dnajc17               Dnajc17     69408
## Fus                       Fus    233908
## Slc16a1               Slc16a1     20501
## Hmga2-ps1           Hmga2-ps1     15365
## Bloc1s5               Bloc1s5     17828
## Nutf2                   Nutf2     68051
## Ccdc58                 Ccdc58    381045
## Nae1                     Nae1    234664
## Spns1                   Spns1     73658
## Magi3                   Magi3     99470
## Herc6                   Herc6     67138
## Chchd4                 Chchd4     72170
## Nif3l1                 Nif3l1     65102
## Card6                   Card6    239319
## Filip1                 Filip1     70598
## Mrpl38                 Mrpl38     60441
## Med9                     Med9    192191
## Ckap5                   Ckap5     75786
## Fnta                     Fnta     14272
## Rad54l2               Rad54l2     81000
## Slc39a6               Slc39a6    106957
## Mrpl1                   Mrpl1     94061
## Pdia6                   Pdia6     71853
## Spast                   Spast     50850
## Atr                       Atr    245000
## Atp2a2                 Atp2a2     11938
## Lsg1                     Lsg1    224092
## Mfsd1                   Mfsd1     66868
## Tbc1d10b             Tbc1d10b     68449
## Cyp20a1               Cyp20a1     77951
## Pmm2                     Pmm2     54128
## Ndufs6                 Ndufs6    407785
## Zbtb14                 Zbtb14     22666
## Aqr                       Aqr     11834
## Gpd2                     Gpd2     14571
## Timm44                 Timm44     21856
## Zmat2                   Zmat2     66492
## Nprl2                   Nprl2     56032
## Pdlim5                 Pdlim5     56376
## Slmap                   Slmap     83997
## Tab2                     Tab2     68652
## Coq6                     Coq6    217707
## Hadha                   Hadha     97212
## Ptrh2                   Ptrh2    217057
## Zfp180                 Zfp180    210135
## Cln5                     Cln5    211286
## Wbscr16               Wbscr16      <NA>
## Nup188                 Nup188    227699
## Mrps5                   Mrps5     77721
## Dhrs7b                 Dhrs7b    216820
## Selk                     Selk      <NA>
## Srsf10                 Srsf10     14105
## Tmem101               Tmem101     76547
## Spcs3                   Spcs3     76687
## Rpp25l                 Rpp25l     69961
## Yif1b                   Yif1b     77254
## Cops3                   Cops3     26572
## Pomt1                   Pomt1     99011
## Gnpda1                 Gnpda1     26384
## Gstz1                   Gstz1     14874
## Tfpt                     Tfpt     69714
## Prpf40a               Prpf40a     56194
## Ap1g2                   Ap1g2     11766
## Otud6b                 Otud6b     72201
## Gemin4                 Gemin4    276919
## Dync1li1             Dync1li1    235661
## 0610009B22Rik   0610009B22Rik     66050
## Asl                       Asl    109900
## Hsd11b1               Hsd11b1     15483
## Auh                       Auh     11992
## Nktr                     Nktr     18087
## Anxa4                   Anxa4     11746
## Fkbp8                   Fkbp8     14232
## Ecd                       Ecd     70601
## Sra1                     Sra1     24068
## Irf9                     Irf9     16391
## Nupl1                   Nupl1     71844
## Atf7                     Atf7    223922
## Sertad3               Sertad3    170742
## Secisbp2             Secisbp2     75420
## Chmp4b                 Chmp4b     75608
## Klhl5                   Klhl5     71778
## Lrrfip1               Lrrfip1     16978
## Mapk9                   Mapk9     26420
## B4galt7               B4galt7    218271
## Cept1                   Cept1     99712
## Htatsf1               Htatsf1     72459
## Gemin2                 Gemin2     66603
## Zfp1                     Zfp1     22640
## Pfdn4                   Pfdn4    109054
## Fam118b               Fam118b    109229
## Elof1                   Elof1     66126
## Sap25                   Sap25    751865
## Hgs                       Hgs     15239
## Rnf41                   Rnf41     67588
## Rbm17                   Rbm17     76938
## Ring1                   Ring1     19763
## Rab6a                   Rab6a     19346
## Vamp2                   Vamp2     22318
## Qsox1                   Qsox1    104009
## Sfxn1                   Sfxn1     14057
## Aasdhppt             Aasdhppt     67618
## Wdr8                     Wdr8      <NA>
## Pacsin2               Pacsin2     23970
## Pnkp                     Pnkp     59047
## Aco2                     Aco2     11429
## Eaf1                     Eaf1     74427
## Imp4                     Imp4     27993
## Eif2s3y               Eif2s3y     26908
## Acin1                   Acin1     56215
## Cnot11                 Cnot11     52846
## Rbfa                     Rbfa     68731
## Galnt2                 Galnt2    108148
## Exoc4                   Exoc4     20336
## Dcakd                   Dcakd     68087
## Rad50                   Rad50     19360
## Odf2                     Odf2     18286
## Tmem39b               Tmem39b    230770
## Zfp53                   Zfp53     24132
## Pacs2                   Pacs2    217893
## Tbcc                     Tbcc     72726
## Tmem115               Tmem115     56395
## Dhx30                   Dhx30     72831
## Ttc32                   Ttc32     75516
## Celf1                   Celf1     13046
## Mrps27                 Mrps27    218506
## Cpsf3l                 Cpsf3l      <NA>
## Pcmt1                   Pcmt1     18537
## Pdk1                     Pdk1    228026
## Pelp1                   Pelp1     75273
## Dnajc2                 Dnajc2     22791
## Myadm                   Myadm     50918
## Nipa2                   Nipa2     93790
## Smpdl3a               Smpdl3a     57319
## Cdc16                   Cdc16     69957
## Tmem30a               Tmem30a     69981
## Grsf1                   Grsf1    231413
## Mrpl50                 Mrpl50     28028
## Med22                   Med22     20933
## Eif2d                   Eif2d     16865
## Fyn                       Fyn     14360
## Dmap1                   Dmap1     66233
## Sephs2                 Sephs2     20768
## Dnttip2               Dnttip2     99480
## Tial1                   Tial1     21843
## Eif4e2                 Eif4e2     26987
## D2Wsu81e             D2Wsu81e      <NA>
## Arpc1b                 Arpc1b     11867
## Aurkaip1             Aurkaip1     66077
## Pnkd                     Pnkd     56695
## Tomm22                 Tomm22    223696
## Cwc27                   Cwc27     67285
## Gnb2                     Gnb2     14693
## Surf2                   Surf2     20931
## B3gat3                 B3gat3     72727
## Bdh1                     Bdh1     71911
## Ifi47                   Ifi47     15953
## Tle3                     Tle3     21887
## Dis3                     Dis3     72662
## Akt1s1                 Akt1s1     67605
## Ptma                     Ptma     19231
## Brap                     Brap     72399
## Dcaf11                 Dcaf11     28199
## Sdha                     Sdha     66945
## 2310011J03Rik   2310011J03Rik     66374
## Dnajb12               Dnajb12     56709
## Mapk1ip1l           Mapk1ip1l    218975
## Stk25                   Stk25     59041
## Scrib                   Scrib    105782
## Usp7                     Usp7    252870
## Hnrnpu                 Hnrnpu     51810
## Nfx1                     Nfx1     74164
## Ywhaq                   Ywhaq     22630
## Cep55                   Cep55     74107
## Mid1ip1               Mid1ip1     68041
## Pdcd6ip               Pdcd6ip     18571
## Mapkapk2             Mapkapk2     17164
## Rab18                   Rab18     19330
## Swi5                     Swi5     72931
## Pcbp1                   Pcbp1     23983
## Mrps9                   Mrps9     69527
## Gle1                     Gle1     74412
## Ints9                   Ints9    210925
## Plekhf2               Plekhf2     71801
## Actr1b                 Actr1b    226977
## Arl3                     Arl3     56350
## Map2k5                 Map2k5     23938
## Mdh1                     Mdh1     17449
## AI506816             AI506816    433855
## Prdx4                   Prdx4     53381
## Golga7                 Golga7     57437
## Triap1                 Triap1     69076
## Ide                       Ide     15925
## Ndufs5                 Ndufs5    595136
## Apobec3               Apobec3     80287
## Slc29a3               Slc29a3     71279
## Ptpn11                 Ptpn11     19247
## Pcp4l1                 Pcp4l1     66425
## Apex2                   Apex2     77622
## Cnppd1                 Cnppd1     69171
## Ipo4                     Ipo4     75751
## Ttc1                     Ttc1     66827
## Rnf11                   Rnf11     29864
## Isoc2a                 Isoc2a    664994
## Tspan5                 Tspan5     56224
## Erc1                     Erc1    111173
## Dtnbp1                 Dtnbp1     94245
## Ddx23                   Ddx23     74351
## Erich1                 Erich1    234086
## Med10                   Med10     28077
## Arl10                   Arl10     56795
## Msh3                     Msh3     17686
## Pcgf3                   Pcgf3     69587
## Mzt1                     Mzt1     76789
## Tsn                       Tsn     22099
## Prkci                   Prkci     18759
## Selo                     Selo      <NA>
## Tmem128               Tmem128     66309
## Ccdc28a               Ccdc28a    215814
## Zfp944                 Zfp944    319615
## Sos2                     Sos2     20663
## Hus1                     Hus1     15574
## Mon1a                   Mon1a     72825
## 0610010K14Rik   0610010K14Rik    104457
## Skp2                     Skp2     27401
## Mier2                   Mier2     70427
## Rbm43                   Rbm43     71684
## Smndc1                 Smndc1     76479
## Fastkd2               Fastkd2     75619
## Lrrc8b                 Lrrc8b    433926
## Dolpp1                 Dolpp1     57170
## Sema4d                 Sema4d     20354
## Tmem176b             Tmem176b     65963
## Tbl1xr1               Tbl1xr1     81004
## Cherp                   Cherp     27967
## Pde7a                   Pde7a     18583
## Vcp                       Vcp    269523
## Mvk                       Mvk     17855
## Rad17                   Rad17     19356
## Trmt11                 Trmt11     73681
## Tsc22d1               Tsc22d1     21807
## Umad1                   Umad1 100036521
## Pms2                     Pms2     18861
## Alg9                     Alg9    102580
## Mrps17                 Mrps17     66258
## Siah2                   Siah2     20439
## Nfatc2ip             Nfatc2ip     18020
## Acox1                   Acox1     11430
## Tcea1                   Tcea1     21399
## Chp1                     Chp1     56398
## Mrpl41                 Mrpl41    107733
## Zmiz2                   Zmiz2     52915
## Aaed1                   Aaed1      <NA>
## Tstd3                   Tstd3     77032
## Chka                     Chka     12660
## Poli                     Poli     26447
## Prkrip1               Prkrip1     66801
## Tnip1                   Tnip1     57783
## Pik3r2                 Pik3r2     18709
## 5031439G07Rik   5031439G07Rik    223739
## Kat2a                   Kat2a     14534
## Nedd1                   Nedd1     17997
## Cd3eap                 Cd3eap     70333
## Ccdc132               Ccdc132      <NA>
## Cltc                     Cltc     67300
## Zfand5                 Zfand5     22682
## Bcl7c                   Bcl7c     12055
## Tmem201               Tmem201    230917
## Bcl2l11               Bcl2l11     12125
## Tmco4                   Tmco4     77056
## Rngtt                   Rngtt     24018
## Ubxn8                   Ubxn8    108159
## Bmyc                     Bmyc    107771
## Ldlrad3               Ldlrad3    241576
## B4galt3               B4galt3     57370
## Lsm14a                 Lsm14a     67070
## Vps37b                 Vps37b    330192
## Dph1                     Dph1    116905
## Btaf1                   Btaf1    107182
## Slc35a1               Slc35a1     24060
## Ext1                     Ext1     14042
## Nup155                 Nup155    170762
## Thoc3                   Thoc3     73666
## Tab1                     Tab1     66513
## Elp2                     Elp2     58523
## Ppp6r2                 Ppp6r2     71474
## Pex16                   Pex16     18633
## Mad2l2                 Mad2l2     71890
## Lbr                       Lbr     98386
## Polr3gl               Polr3gl     69870
## Ctdspl                 Ctdspl     69274
## 1810037I17Rik   1810037I17Rik     67704
## Synj2bp-cox16   Synj2bp-cox16      <NA>
## Akip1                   Akip1     57373
## Tm7sf3                 Tm7sf3     67623
## Ppp1r37               Ppp1r37    232947
## Tob1                     Tob1     22057
## Hdac6                   Hdac6     15185
## Dock1                   Dock1    330662
## Ampd3                   Ampd3     11717
## Rrp8                     Rrp8    101867
## Mrpl57                 Mrpl57     67840
## Opa3                     Opa3    403187
## D8Ertd82e           D8Ertd82e      <NA>
## Mmgt1                   Mmgt1    236792
## Utp20                   Utp20     70683
## Lztr1                   Lztr1     66863
## Gimap8                 Gimap8    243374
## Coq5                     Coq5     52064
## Ctc1                     Ctc1     68964
## Pstk                     Pstk    214580
## Eif1a                   Eif1a     13664
## Rnasel                 Rnasel     24014
## Tmem33                 Tmem33     67878
## Inpp5b                 Inpp5b     16330
## 3300005D01Rik   3300005D01Rik     78512
## Mmgt2                   Mmgt2    216829
## Rpp14                   Rpp14     67053
## Dusp7                   Dusp7    235584
## Ogfr                     Ogfr     72075
## Cwf19l2               Cwf19l2    244672
## Ciapin1               Ciapin1    109006
## Fars2                   Fars2     69955
## Puf60                   Puf60     67959
## Nip7                     Nip7     66164
## Cdc23                   Cdc23     52563
## Mff                       Mff     75734
## Rbm25                   Rbm25     67039
## Papd4                   Papd4      <NA>
## Spcs1                   Spcs1     69019
## Msantd4               Msantd4     78100
## Kin                       Kin     16588
## Commd5                 Commd5     66398
## Sec13                   Sec13    110379
## Sppl2a                 Sppl2a     66552
## Tada1                   Tada1     27878
## Topors                 Topors    106021
## Pphln1                 Pphln1    223828
## Bri3                     Bri3     55950
## Plin2                   Plin2     11520
## Mfsd10                 Mfsd10     68294
## Pin4                     Pin4     69713
## 4933439C10Rik   4933439C10Rik     74476
## Tcerg1                 Tcerg1     56070
## Rnh1                     Rnh1    107702
## Cyth4                   Cyth4     72318
## Zranb2                 Zranb2     53861
## Dennd4a               Dennd4a    102442
## 2610001J05Rik   2610001J05Rik      <NA>
## Trappc1               Trappc1    245828
## Pgrmc2                 Pgrmc2     70804
## Tagap1                 Tagap1    380608
## Arl1                     Arl1    104303
## Utp6                     Utp6    216987
## Cnep1r1               Cnep1r1    382030
## Zdhhc16               Zdhhc16     74168
## Manbal                 Manbal     69161
## Tpm4                     Tpm4    326618
## Emc4                     Emc4     68032
## Sapcd1                 Sapcd1     78376
## Ints5                   Ints5    109077
## R3hdm1                 R3hdm1    226412
## Mrpl39                 Mrpl39     27393
## Man2c1                 Man2c1     73744
## Capza2                 Capza2     12343
## Arhgap1               Arhgap1    228359
## Xrcc6bp1             Xrcc6bp1      <NA>
## Adprhl2               Adprhl2      <NA>
## Gm5801                 Gm5801    545056
## Usp3                     Usp3    235441
## Arid1b                 Arid1b    239985
## Fam120a               Fam120a    218236
## Rinl                     Rinl    320435
## Snx12                   Snx12     55988
## Adar                     Adar     56417
## Cdkn2c                 Cdkn2c     12580
## Smad1                   Smad1     17125
## Abca1                   Abca1     11303
## Rab14                   Rab14     68365
## Suz12                   Suz12     52615
## Trmt6                   Trmt6     66926
## Dld                       Dld     13382
## Zdhhc6                 Zdhhc6     66980
## Map3k4                 Map3k4     26407
## Ensa                     Ensa     56205
## Dkkl1                   Dkkl1     50722
## 1110038F14Rik   1110038F14Rik    117171
## Sec61a1               Sec61a1     53421
## Spsb4                   Spsb4    211949
## Clptm1                 Clptm1     56457
## Tcf7l1                 Tcf7l1     21415
## Rbck1                   Rbck1     24105
## Ewsr1                   Ewsr1     14030
## Cpsf4                   Cpsf4     54188
## Zfp422                 Zfp422     67255
## Arrdc1                 Arrdc1    215705
## Cndp2                   Cndp2     66054
## Hectd1                 Hectd1    207304
## Irgm1                   Irgm1     15944
## Rabl6                   Rabl6    227624
## Med4                     Med4     67381
## Cpsf6                   Cpsf6    432508
## Snord15a             Snord15a    449630
## Ube2g2                 Ube2g2     22213
## Glul                     Glul     14645
## Glrx3                   Glrx3     30926
## Nacc1                   Nacc1     66830
## Klc1                     Klc1     16593
## Art4                     Art4    109978
## Aifm1                   Aifm1     26926
## Phgdh                   Phgdh    236539
## Tex261                 Tex261     21766
## Sys1                     Sys1     66460
## Iscu                     Iscu     66383
## Cdk6                     Cdk6     12571
## Ptpn2                   Ptpn2     19255
## Ino80e                 Ino80e    233875
## Lars                     Lars    107045
## Ppp1cb                 Ppp1cb     19046
## Ncf2                     Ncf2     17970
## 6030458C11Rik   6030458C11Rik     77877
## Mapre1                 Mapre1     13589
## Dpm2                     Dpm2     13481
## Utp11l                 Utp11l      <NA>
## Wdr77                   Wdr77     70465
## Uck2                     Uck2     80914
## Ogdh                     Ogdh     18293
## Sucla2                 Sucla2     20916
## Dctn5                   Dctn5     59288
## Esd                       Esd     13885
## Wbp2                     Wbp2     22378
## Capns1                 Capns1     12336
## Rpf1                     Rpf1     70285
## Mtpn                     Mtpn     14489
## H2-T22                 H2-T22     15039
## Ngdn                     Ngdn     68966
## Rps6ka1               Rps6ka1     20111
## Dpm3                     Dpm3     68563
## Golph3                 Golph3     66629
## Mpdu1                   Mpdu1     24070
## Uba1                     Uba1     22201
## Tmem50a               Tmem50a     71817
## Strap                   Strap     20901
## Otub1                   Otub1    107260
## Cbx1                     Cbx1     12412
## Lbh                       Lbh     77889
## Gm12238               Gm12238 100303747
## Wbp11                   Wbp11     60321
## Tmem234               Tmem234     76799
## Tm9sf2                 Tm9sf2     68059
## Frg1                     Frg1     14300
## H2-T9                   H2-T9     15051
## Abce1                   Abce1     24015
## Rnf214                 Rnf214    235315
## Mfn1                     Mfn1     67414
## Wdr53                   Wdr53     68980
## Cep104                 Cep104    230967
## Hspb11                 Hspb11     72938
## Sergef                 Sergef     27414
## Timmdc1               Timmdc1     76916
## Faap24                 Faap24    101831
## Cnih4                   Cnih4     98417
## Fbxo42                 Fbxo42    213499
## Vars2                   Vars2     68915
## Zfp942                 Zfp942     73233
## Apba3                   Apba3     57267
## Slc33a1               Slc33a1     11416
## Dtwd1                   Dtwd1     69185
## BC017158             BC017158      <NA>
## Fam149b               Fam149b    105428
## Zfp800                 Zfp800    627049
## Supt4a                 Supt4a     20922
## AB124611             AB124611    382062
## Rell1                   Rell1    100532
## Ndufaf6               Ndufaf6     76947
## Cog1                     Cog1     16834
## Tti1                     Tti1     75425
## Pdhx                     Pdhx     27402
## Klc4                     Klc4     74764
## Acbd5                   Acbd5     74159
## Dph3                     Dph3    105638
## Sclt1                   Sclt1     67161
## Tomm40l               Tomm40l    641376
## Hmgxb4                 Hmgxb4     70823
## Peo1                     Peo1      <NA>
## Sf3b2                   Sf3b2    319322
## Mettl4                 Mettl4     76781
## Atm                       Atm     11920
## Tprn                     Tprn     97031
## Lin9                     Lin9     72568
## Rps6ka4               Rps6ka4     56613
## Dhdds                   Dhdds     67422
## Zfpl1                   Zfpl1     81909
## Epm2aip1             Epm2aip1     77781
## Tmem29                 Tmem29    382245
## Acvr1b                 Acvr1b     11479
## Agk                       Agk     69923
## Ndufaf1               Ndufaf1     69702
## Haus6                   Haus6    230376
## Map1s                   Map1s    270058
## Mtr                       Mtr    238505
## Zbtb25                 Zbtb25    109929
## Malt1                   Malt1    240354
## Wdyhv1                 Wdyhv1     76773
## Znfx1                   Znfx1     98999
## Aar2                     Aar2     68295
## Thoc1                   Thoc1    225160
## C030006K11Rik   C030006K11Rik    223665
## Tsen54                 Tsen54     76265
## Zfp771                 Zfp771    244216
## Cecr5                   Cecr5      <NA>
## 2010012O05Rik   2010012O05Rik      <NA>
## Dnajc24               Dnajc24     99349
## Spen                     Spen     56381
## Arf4                     Arf4     11843
## Rnf157                 Rnf157    217340
## Casp8ap2             Casp8ap2     26885
## Fubp3                   Fubp3    320267
## Bbip1                   Bbip1 100503572
## A930005H10Rik   A930005H10Rik     68161
## Tyk2                     Tyk2     54721
## 2310009B15Rik   2310009B15Rik     69549
## Mocs2                   Mocs2     17434
## Slc35c1               Slc35c1    228368
## Cog4                     Cog4    102339
## Erlin2                 Erlin2    244373
## Xpa                       Xpa     22590
## Susd3                   Susd3     66329
## Naf1                     Naf1    234344
## Ccnc                     Ccnc     51813
## Pknox1                 Pknox1     18771
## Cops7b                 Cops7b     26895
## Nit2                     Nit2     52633
## Polr3b                 Polr3b     70428
## Zfp410                 Zfp410     52708
## Senp2                   Senp2     75826
## Rpap3                   Rpap3     71919
## Csde1                   Csde1    229663
## Ago2                     Ago2    239528
## Pdpk1                   Pdpk1     18607
## Lias                     Lias     79464
## Lrrc45                 Lrrc45    217366
## Rps6kb2               Rps6kb2     58988
## Abcb7                   Abcb7     11306
## Metap1                 Metap1     75624
## Pus10                   Pus10     74467
## Pop4                     Pop4     66161
## St3gal1               St3gal1     20442
## Rrp12                   Rrp12    107094
## Arhgap21             Arhgap21     71435
## 1600020E01Rik   1600020E01Rik     72012
## Spg7                     Spg7    234847
## Dhx40                   Dhx40     67487
## Nrf1                     Nrf1     18181
## Nudt2                   Nudt2     66401
## Gde1                     Gde1     56209
## Polh                     Polh     80905
## Tmem11                 Tmem11    216821
## Sik3                     Sik3     70661
## Crnkl1                 Crnkl1     66877
## Nr3c1                   Nr3c1     14815
## Fam21                   Fam21      <NA>
## Mpv17l2               Mpv17l2    234384
## Rtcb                     Rtcb     28088
## Wipi2                   Wipi2     74781
## Il33                     Il33     77125
## Ube2k                   Ube2k     53323
## Relt                     Relt    320100
## Zfp622                 Zfp622     52521
## Smim8                   Smim8     66291
## Stat5b                 Stat5b     20851
## Map3k7                 Map3k7     26409
## Slc9a7                 Slc9a7    236727
## Chkb                     Chkb     12651
## Polr1a                 Polr1a     20019
## Snx25                   Snx25    102141
## Ccnh                     Ccnh     66671
## Crbn                     Crbn     58799
## Wbscr22               Wbscr22      <NA>
## Tex30                   Tex30     75623
## Kpna3                   Kpna3     16648
## Msto1                   Msto1    229524
## Med14                   Med14     26896
## Nf2                       Nf2     18016
## 1810032O08Rik   1810032O08Rik      <NA>
## Aggf1                   Aggf1     66549
## Drg2                     Drg2     13495
## Bms1                     Bms1    213895
## Tfg                       Tfg     21787
## Ube2r2                 Ube2r2     67615
## Arhgap27             Arhgap27    544817
## Zcchc6                 Zcchc6      <NA>
## Gramd3                 Gramd3    107022
## Ten1                     Ten1     69535
## Pcif1                   Pcif1    228866
## Smu1                     Smu1     74255
## Lasp1                   Lasp1     16796
## Sar1b                   Sar1b     66397
## Crtc3                   Crtc3     70461
## Ndufa2                 Ndufa2     17991
## Gltp                     Gltp     56356
## Gm561                   Gm561      <NA>
## Hpcal1                 Hpcal1     53602
## Mrpl32                 Mrpl32     75398
## Smarcc2               Smarcc2     68094
## Tiam1                   Tiam1     21844
## Lsm5                     Lsm5     66373
## Cul1                     Cul1     26965
## Tlk1                     Tlk1    228012
## Rheb                     Rheb     19744
## Nt5c3b                 Nt5c3b     68106
## Zfp91                   Zfp91    109910
## Prpf4b                 Prpf4b     19134
## 2310036O22Rik   2310036O22Rik      <NA>
## Slc19a1               Slc19a1     20509
## Smim11                 Smim11     68936
## H2afy                   H2afy      <NA>
## Bclaf1                 Bclaf1     72567
## Vps25                   Vps25     28084
## Nfkbia                 Nfkbia     18035
## Nxf1                     Nxf1     53319
## Lsm8                     Lsm8     76522
## Pfdn5                   Pfdn5     56612
## Clcf1                   Clcf1     56708
## Abcg1                   Abcg1     11307
## Ei24                     Ei24     13663
## Timm9                   Timm9     30056
## Sf1                       Sf1     22668
## H2afv                   H2afv      <NA>
## Vezf1                   Vezf1     22344
## Tcp11l2               Tcp11l2    216198
## Dcun1d5               Dcun1d5     76863
## H1fx                     H1fx      <NA>
## Pelo                     Pelo    105083
## Atf4                     Atf4     11911
## Zfp36                   Zfp36     22695
## Sepw1                   Sepw1      <NA>
## Myh9                     Myh9     17886
## 2010107E04Rik   2010107E04Rik      <NA>
## Nono                     Nono     53610
## Atp1b3                 Atp1b3     11933
## Atp5j                   Atp5j     11957
## Map1lc3b             Map1lc3b     67443
## Msra                     Msra    110265
## Sub1                     Sub1     20024
## Coa3                     Coa3     52469
## Emc10                   Emc10     69683
## Tomm70a               Tomm70a     28185
## Nsmaf                   Nsmaf     18201
## Senp6                   Senp6    215351
## Srp9                     Srp9     27058
## Cdk9                     Cdk9    107951
## Slc35b1               Slc35b1    110172
## Fbxo11                 Fbxo11    225055
## E2f2                     E2f2    242705
## Cxxc1                   Cxxc1     74322
## Baz1a                   Baz1a    217578
## Adipor2               Adipor2     68465
## Sf3a1                   Sf3a1     67465
## Cnot3                   Cnot3    232791
## Ctdsp1                 Ctdsp1    227292
## Ube2z                   Ube2z    268470
## Rbm10                   Rbm10    236732
## Hira                     Hira     15260
## Thoc5                   Thoc5    107829
## Ap2a1                   Ap2a1     11771
## Atp6v1c1             Atp6v1c1     66335
## Gna13                   Gna13     14674
## Pigu                     Pigu    228812
## Anapc1                 Anapc1     17222
## Rb1                       Rb1     19645
## Ino80c                 Ino80c    225280
## Psmd10                 Psmd10     53380
## Tbcd                     Tbcd    108903
## Hsph1                   Hsph1     15505
## Tmem229b             Tmem229b    268567
## Ccdc25                 Ccdc25     67179
## Pdzd11                 Pdzd11     72621
## Ndufb4                 Ndufb4     68194
## Rcbtb1                 Rcbtb1     71330
## Tceb3                   Tceb3      <NA>
## Nop9                     Nop9     67842
## Arhgap17             Arhgap17     70497
## Ubald1                 Ubald1    207740
## Stk26                   Stk26     70415
## Sssca1                 Sssca1      <NA>
## Pcnp                     Pcnp     76302
## Gps1                     Gps1    209318
## Lsm14b                 Lsm14b    241846
## Ctr9                     Ctr9     22083
## Twsg1                   Twsg1     65960
## 1500011B03Rik   1500011B03Rik     66236
## Znrf2                   Znrf2    387524
## Tmc8                     Tmc8    217356
## Sugp1                   Sugp1     70616
## Ncln                     Ncln    103425
## Ipmk                     Ipmk     69718
## Rab9                     Rab9     56382
## Toe1                     Toe1     68276
## Unc119                 Unc119     22248
## 2210016L21Rik   2210016L21Rik     72357
## Yars2                   Yars2     70120
## Rnf111                 Rnf111     93836
## Dctn4                   Dctn4     67665
## Zfp277                 Zfp277    246196
## Aatf                     Aatf     56321
## Zcchc9                 Zcchc9     69085
## Ascc2                   Ascc2     75452
## Hdac10                 Hdac10    170787
## Junb                     Junb     16477
## Prmt3                   Prmt3     71974
## Med19                   Med19    381379
## Zadh2                   Zadh2    225791
## Myef2                   Myef2     17876
## Med16                   Med16    216154
## Taf1                     Taf1    270627
## Samsn1                 Samsn1     67742
## Ubl4a                   Ubl4a     27643
## Sap30l                 Sap30l     50724
## L3mbtl2               L3mbtl2    214669
## Tmem126a             Tmem126a     66271
## Atpaf2                 Atpaf2    246782
## Sgms1                   Sgms1    208449
## Exosc4                 Exosc4    109075
## Tmx2                     Tmx2     66958
## Gtf2h3                 Gtf2h3    209357
## Itpr1                   Itpr1     16438
## Cox18                   Cox18    231430
## Pgs1                     Pgs1     74451
## Helb                     Helb    117599
## Calm3                   Calm3     12315
## Fndc3a                 Fndc3a    319448
## Rnmt                     Rnmt     67897
## Sla                       Sla     20491
## Tmem184b             Tmem184b    223693
## Tdrd3                   Tdrd3    219249
## Pja1                     Pja1     18744
## Cep85                   Cep85     70012
## Ice2                     Ice2     93697
## Pwp2                     Pwp2    110816
## Adh5                     Adh5     11532
## Alg1                     Alg1    208211
## Nol10                   Nol10    217431
## Hmbox1                 Hmbox1    219150
## St6galnac4         St6galnac4     20448
## Krr1                     Krr1     52705
## Jade1                   Jade1    269424
## Spag9                   Spag9     70834
## Thap4                   Thap4     67026
## Thtpa                   Thtpa    105663
## Utp15                   Utp15    105372
## Xpo4                     Xpo4     57258
## Fbxw4                   Fbxw4     30838
## Srsf11                 Srsf11     69207
## Mtfmt                   Mtfmt     69606
## Alg3                     Alg3    208624
## Zfp51                   Zfp51     22709
## Cnrip1                 Cnrip1    380686
## Srrd                     Srrd     70118
## Swap70                 Swap70     20947
## Stxbp3                 Stxbp3     20912
## Cd22                     Cd22     12483
## Pou2f2                 Pou2f2     18987
## Slc25a23             Slc25a23     66972
## Zfp687                 Zfp687     78266
## Cisd1                   Cisd1     52637
## Gmppa                   Gmppa     69080
## Gltscr1l             Gltscr1l      <NA>
## Pet100                 Pet100 100503890
## Gpr89                   Gpr89     67549
## Zfp952                 Zfp952    240067
## Rab10                   Rab10     19325
## Dhrs7                   Dhrs7     66375
## Tlcd2                   Tlcd2    380712
## Ascc3                   Ascc3     77987
## Zfp871                 Zfp871    208292
## Ahsa2                   Ahsa2    268390
## Nln                       Nln     75805
## Sp140                   Sp140    434484
## Yeats4                 Yeats4     64050
## Gtpbp3                 Gtpbp3     70359
## Retsat                 Retsat     67442
## Tmub1                   Tmub1     64295
## Lpar5                   Lpar5    381810
## Tcta                     Tcta    102791
## N6amt1                 N6amt1     67768
## Orc3                     Orc3     50793
## Fam219b               Fam219b     78323
## Kiz                       Kiz    228730
## Mettl8                 Mettl8    228019
## Ocel1                   Ocel1     77090
## Gnb1                     Gnb1     14688
## Zc3h15                 Zc3h15     69082
## Slc25a22             Slc25a22     68267
## Cep78                   Cep78    208518
## Xndc1                   Xndc1 102443350
## Actb                     Actb     11461
## Gm5111                 Gm5111    330305
## Abca2                   Abca2     11305
## Mthfsd                 Mthfsd    234814
## Sema3g                 Sema3g    218877
## Znhit6                 Znhit6    229937
## Stim2                   Stim2    116873
## Brms1l                 Brms1l     52592
## Yipf2                   Yipf2     74766
## Ccdc86                 Ccdc86    108673
## 1190002N15Rik   1190002N15Rik      <NA>
## Tram1                   Tram1     72265
## Cpq                       Cpq     54381
## 1110065P20Rik   1110065P20Rik     68920
## A830080D01Rik   A830080D01Rik      <NA>
## 5730408K05Rik   5730408K05Rik     67531
## Hdac5                   Hdac5     15184
## Chm                       Chm     12662
## Rps27                   Rps27     57294
## BC064078             BC064078    408064
## Maea                     Maea     59003
## Bend5                   Bend5     67621
## Ptprs                   Ptprs     19280
## Vps28                   Vps28     66914
## Tnfaip1               Tnfaip1     21927
## Cstb                     Cstb     13014
## Mapkapk3             Mapkapk3    102626
## Fis1                     Fis1     66437
## Ifi30                   Ifi30     65972
## Qrfp                     Qrfp    227717
## Baz1b                   Baz1b     22385
## Hypk                     Hypk     67693
## Stau2                   Stau2     29819
## Igfbp4                 Igfbp4     16010
## Snhg12                 Snhg12 100039864
## Tmed9                   Tmed9     67511
## Inpp5k                 Inpp5k     19062
## Hcfc1                   Hcfc1     15161
## Rnf181                 Rnf181     66510
## Tspan15               Tspan15     70423
## Ssr3                     Ssr3     67437
## Top1                     Top1     21969
## Ptpn18                 Ptpn18     19253
## Pgrmc1                 Pgrmc1     53328
## Psmd8                   Psmd8     57296
## Ugcg                     Ugcg     22234
## Gpcpd1                 Gpcpd1     74182
## Sbds                     Sbds     66711
## Acsl1                   Acsl1     14081
## Scand1                 Scand1     19018
## Smarce1               Smarce1     57376
## Tnpo3                   Tnpo3    320938
## Skiv2l2               Skiv2l2      <NA>
## Plekhj1               Plekhj1     78670
## Gtf2e2                 Gtf2e2     68153
## Larp1                   Larp1     73158
## Wdr6                     Wdr6     83669
## 2310009A05Rik   2310009A05Rik      <NA>
## Setd3                   Setd3     52690
## Ift20                   Ift20     55978
## Tsr1                     Tsr1    104662
## Hipk1                   Hipk1     15257
## Arglu1                 Arglu1    234023
## Msn                       Msn     17698
## Pgam5                   Pgam5     72542
## Tm2d2                   Tm2d2     69742
## Scp2                     Scp2     20280
## Pigx                     Pigx     72084
## Thumpd1               Thumpd1    233802
## Wdr75                   Wdr75     73674
## Abhd17b               Abhd17b    226016
## Csrp2bp               Csrp2bp      <NA>
## Scamp3                 Scamp3     24045
## Mrps11                 Mrps11     67994
## Timm17b               Timm17b     21855
## Znhit1                 Znhit1     70103
## Bcl9l                   Bcl9l     80288
## Letm1                   Letm1     56384
## Ctcf                     Ctcf     13018
## A730008H23Rik   A730008H23Rik    212427
## Ccdc115               Ccdc115     69668
## Psenen                 Psenen     66340
## Ahctf1                 Ahctf1    226747
## Fam96b                 Fam96b      <NA>
## Mat2a                   Mat2a    232087
## Rnf4                     Rnf4     19822
## Thoc7                   Thoc7     66231
## Eif4g2                 Eif4g2     13690
## Wdr83                   Wdr83     67836
## Mrps6                   Mrps6    121022
## Nup160                 Nup160     59015
## Cfap36                 Cfap36    216618
## Kat5                     Kat5     81601
## Jak2                     Jak2     16452
## Apip                     Apip     56369
## Ankle2                 Ankle2     71782
## Zfp384                 Zfp384    269800
## Stard7                 Stard7     99138
## Vps41                   Vps41    218035
## Thap11                 Thap11     59016
## Hsf1                     Hsf1     15499
## Srp68                   Srp68    217337
## Arpc4                   Arpc4     68089
## Ints4                   Ints4    101861
## Mettl17               Mettl17     52535
## Scaf4                   Scaf4    224432
## Mcfd2                   Mcfd2    193813
## Mapkapk5             Mapkapk5     17165
## Fam207a               Fam207a    108707
## Amfr                     Amfr     23802
## D10Wsu102e         D10Wsu102e      <NA>
## Map7d1                 Map7d1    245877
## Tmem248               Tmem248     71667
## Lypla1                 Lypla1     18777
## Dcaf13                 Dcaf13    223499
## Zfp740                 Zfp740     68744
## Jtb                       Jtb     23922
## Nfyc                     Nfyc     18046
## Smim7                   Smim7     66818
## Ddx20                   Ddx20     53975
## Fbxl19                 Fbxl19    233902
## 9430015G10Rik   9430015G10Rik    230996
## Rnf115                 Rnf115     67845
## Tsen15                 Tsen15     66637
## Blmh                     Blmh    104184
## Commd10               Commd10     69456
## Smc5                     Smc5    226026
## Bcl11a                 Bcl11a     14025
## Tmbim6                 Tmbim6    110213
## Eif2b3                 Eif2b3    108067
## Sel1l                   Sel1l     20338
## Pinx1                   Pinx1     72400
## Papss1                 Papss1     23971
## Ipo13                   Ipo13    230673
## Mapk1                   Mapk1     26413
## A230050P20Rik   A230050P20Rik      <NA>
## Ccnl2                   Ccnl2     56036
## C330007P06Rik   C330007P06Rik      <NA>
## Zfr                       Zfr     22763
## Vav3                     Vav3     57257
## Caml                     Caml     12328
## Fem1a                   Fem1a     14154
## Mettl2                 Mettl2     52686
## Tmem138               Tmem138     72982
## Rtn4                     Rtn4     68585
## Kcnab2                 Kcnab2     16498
## Cep192                 Cep192     70799
## Tceb1                   Tceb1      <NA>
## Golga4                 Golga4     54214
## Zfp266                 Zfp266     77519
## 1700021F05Rik   1700021F05Rik      <NA>
## Xrn1                     Xrn1     24127
## Enkd1                   Enkd1    102124
## Homer3                 Homer3     26558
## Atg16l1               Atg16l1     77040
## Sbno2                   Sbno2    216161
## Cdkal1                 Cdkal1     68916
## Osbpl2                 Osbpl2    228983
## E2f6                     E2f6     50496
## Cdadc1                 Cdadc1     71891
## Med28                   Med28     66999
## Skil                     Skil     20482
## Mtmr12                 Mtmr12    268783
## Ndst2                   Ndst2     17423
## Acot8                   Acot8    170789
## Ap3m1                   Ap3m1     55946
## Amd2                     Amd2 100041585
## Lcp1                     Lcp1     18826
## Ate1                     Ate1     11907
## Zmym3                   Zmym3     56364
## Camkk2                 Camkk2    207565
## Mib1                     Mib1    225164
## Taf4a                   Taf4a      <NA>
## Bap1                     Bap1    104416
## Ube2n                   Ube2n     93765
## Setd2                   Setd2    235626
## Kansl2                 Kansl2     69612
## Ap4m1                   Ap4m1     11781
## Aamdc                   Aamdc     66273
## Fam98b                 Fam98b     68215
## Ifrd1                   Ifrd1     15982
## Zcchc10               Zcchc10     67966
## Erlec1                 Erlec1     66753
## Cmc1                     Cmc1     67899
## Elp3                     Elp3     74195
## Mtif2                   Mtif2     76784
## Sp3                       Sp3     20687
## Ube2d2a               Ube2d2a     56550
## Aldh2                   Aldh2     11669
## Lemd2                   Lemd2    224640
## Desi2                   Desi2     78825
## Atrnl1                 Atrnl1    226255
## Trmt112               Trmt112     67674
## Taf10                   Taf10     24075
## Wrap53                 Wrap53    216853
## 1200014J11Rik   1200014J11Rik      <NA>
## Wdr81                   Wdr81    192652
## Kpna6                   Kpna6     16650
## Erdr1                   Erdr1    170942
## Fopnl                   Fopnl      <NA>
## Ltbp4                   Ltbp4    108075
## Arfip2                 Arfip2     76932
## Efcab14               Efcab14    230648
## Mettl13               Mettl13      <NA>
## Nfe2l2                 Nfe2l2     18024
## Myeov2                 Myeov2      <NA>
## Fam3a                   Fam3a     66294
## Dph2                     Dph2     67728
## Prkaca                 Prkaca     18747
## Cnpy2                   Cnpy2     56530
## Cops8                   Cops8    108679
## Glt8d1                 Glt8d1     76485
## Atrip                   Atrip    235610
## Smim3                   Smim3    106878
## Vapb                     Vapb     56491
## Napg                     Napg    108123
## Det1                     Det1     76375
## Rbm19                   Rbm19     74111
## Elmsan1               Elmsan1      <NA>
## Mri1                     Mri1     67873
## Pdik1l                 Pdik1l    230809
## Atxn2                   Atxn2     20239
## Elmo2                   Elmo2    140579
## Nucb2                   Nucb2     53322
## Ddx28                   Ddx28     71986
## Mccc2                   Mccc2     78038
## Chd1                     Chd1     12648
## Lamtor5               Lamtor5     68576
## LOC100504703     LOC100504703      <NA>
## Nufip1                 Nufip1     27275
## Hsh2d                   Hsh2d    209488
## Lmtk2                   Lmtk2    231876
## Ociad1                 Ociad1     68095
## Dhx35                   Dhx35     71715
## Fbxo45                 Fbxo45    268882
## Lamp2                   Lamp2     16784
## Arrdc3                 Arrdc3    105171
## Dusp5                   Dusp5    240672
## Ap5m1                   Ap5m1     74385
## Gtf2f2                 Gtf2f2     68705
## Usp36                   Usp36     72344
## N4bp1                   N4bp1     80750
## Htt                       Htt     15194
## Tdrd7                   Tdrd7    100121
## Pusl1                   Pusl1    433813
## Dpysl2                 Dpysl2     12934
## Snrpb2                 Snrpb2     20639
## Ccdc59                 Ccdc59     52713
## Gns                       Gns     75612
## Smarcd1               Smarcd1     83797
## Chrac1                 Chrac1     93696
## Dctd                     Dctd    320685
## Gatad1                 Gatad1     67210
## Clns1a                 Clns1a     12729
## Dctn6                   Dctn6     22428
## Prpf31                 Prpf31     68988
## Filip1l               Filip1l     78749
## Tacc1                   Tacc1    320165
## Ugp2                     Ugp2    216558
## Zfp207                 Zfp207     22680
## Nsfl1c                 Nsfl1c    386649
## Taok3                   Taok3    330177
## B230219D22Rik   B230219D22Rik     78521
## Acvr1                   Acvr1     11477
## Clta                     Clta     12757
## Man1b1                 Man1b1    227619
## Grk6                     Grk6     26385
## Snw1                     Snw1     66354
## Ccdc9                   Ccdc9    243846
## Msl3                     Msl3     17692
## 6430706D22Rik   6430706D22Rik     78605
## Aspscr1               Aspscr1     68938
## Ppp1r12c             Ppp1r12c    232807
## Kpna1                   Kpna1     16646
## Ccar1                   Ccar1     67500
## Stk16                   Stk16     20872
## Adam17                 Adam17     11491
## Nek7                     Nek7     59125
## Ptdss1                 Ptdss1     19210
## Map2k2                 Map2k2     26396
## Atl3                     Atl3    109168
## Trafd1                 Trafd1    231712
## l7Rn6                   l7Rn6      <NA>
## Atg5                     Atg5     11793
## Foxo3                   Foxo3     56484
## Timm17a               Timm17a     21854
## Alkbh5                 Alkbh5    268420
## Trpm7                   Trpm7     58800
## Msh5                     Msh5     17687
## Pygo2                   Pygo2     68911
## Tbc1d15               Tbc1d15     66687
## Llph                     Llph     66225
## Dera                     Dera    232449
## Cyth2                   Cyth2     19158
## Dapk3                   Dapk3     13144
## Yrdc                     Yrdc    230734
## Mical1                 Mical1    171580
## Txlna                   Txlna    109658
## 9030624J02Rik   9030624J02Rik      <NA>
## Sfpq                     Sfpq     71514
## Med15                   Med15     94112
## Tusc3                   Tusc3     80286
## Gga1                     Gga1    106039
## Pmpca                   Pmpca     66865
## Ptp4a2                 Ptp4a2     19244
## Tapbp                   Tapbp     21356
## Ttc13                   Ttc13    234875
## Trmt2a                 Trmt2a     15547
## Eif4ebp2             Eif4ebp2     13688
## Dennd1c               Dennd1c     70785
## Vps72                   Vps72     21427
## Rasa1                   Rasa1    218397
## Purb                     Purb     19291
## Kat8                     Kat8     67773
## Plekhb2               Plekhb2    226971
## Sdf4                     Sdf4     20318
## Fbxl3                   Fbxl3     50789
## Evi2a                   Evi2a     14017
## Immp1l                 Immp1l     66541
## Setd1a                 Setd1a    233904
## Pagr1a                 Pagr1a     67278
## Esf1                     Esf1     66580
## Ppif                     Ppif    105675
## Tmem219               Tmem219     68742
## Hsp90b1               Hsp90b1     22027
## Tmem251               Tmem251    320351
## Psmg4                   Psmg4     69666
## Flot2                   Flot2     14252
## Paf1                     Paf1     54624
## Etv6                     Etv6     14011
## Rce1                     Rce1     19671
## R3hcc1                 R3hcc1     71843
## Nom1                     Nom1    433864
## Pcid2                   Pcid2    234069
## Golim4                 Golim4     73124
## Mrpl24                 Mrpl24     67707
## Egln1                   Egln1    112405
## Trappc13             Trappc13     66975
## Ctdp1                   Ctdp1     67655
## Usp21                   Usp21     30941
## Slc25a28             Slc25a28    246696
## Srek1                   Srek1    218543
## Rtca                     Rtca     66368
## Hadh                     Hadh     15107
## Ipp                       Ipp     16351
## Tfap4                   Tfap4     83383
## Mnat1                   Mnat1     17420
## Rgl1                     Rgl1     19731
## Zfp106                 Zfp106     20402
## Cgrrf1                 Cgrrf1     68755
## Copg1                   Copg1     54161
## Pmf1                     Pmf1     67037
## Rab2a                   Rab2a     59021
## 0610037L13Rik   0610037L13Rik      <NA>
## Lamtor3               Lamtor3     56692
## Ube3c                   Ube3c    100763
## Afg3l1                 Afg3l1    114896
## Sdccag3               Sdccag3      <NA>
## Ap1s3                   Ap1s3    252903
## Sp2                       Sp2     78912
## Ip6k2                   Ip6k2     76500
## Ccdc43                 Ccdc43     52715
## Cacfd1                 Cacfd1    381356
## Mms19                   Mms19     72199
## Tmem199               Tmem199    195040
## Eif2s3x               Eif2s3x     26905
## Zc3h10                 Zc3h10    103284
## D8Ertd738e         D8Ertd738e    101966
## Actr1a                 Actr1a     54130
## Polr3c                 Polr3c     74414
## Spag7                   Spag7    216873
## Tmsb10                 Tmsb10     19240
## Hiat1                   Hiat1      <NA>
## Endou                   Endou     19011
## Naa60                   Naa60     74763
## Mrpl9                   Mrpl9     78523
## Sh3bp5l               Sh3bp5l     79566
## Zrsr2                   Zrsr2     22184
## Champ1                 Champ1    101994
## Ermp1                   Ermp1    226090
## Fbxo21                 Fbxo21    231670
## Serhl                   Serhl     68607
## Dph6                     Dph6     66632
## Rtp4                     Rtp4     67775
## Zc3h4                   Zc3h4    330474
## Afap1                   Afap1     70292
## Suco                     Suco    226551
## Slc10a7               Slc10a7     76775
## Asun                     Asun      <NA>
## D230025D16Rik   D230025D16Rik      <NA>
## Fam53c                 Fam53c     66306
## Timm22                 Timm22     56322
## Fam178a               Fam178a      <NA>
## Pde1b                   Pde1b     18574
## Brms1                   Brms1    107392
## Rbms1                   Rbms1     56878
## Caprin1               Caprin1     53872
## Got1                     Got1     14718
## Zfp644                 Zfp644     52397
## Actr6                   Actr6     67019
## Nt5m                     Nt5m    103850
## Prpf38b               Prpf38b     66921
## Fam168a               Fam168a    319604
## Gemin5                 Gemin5    216766
## Ptcd3                   Ptcd3     69956
## D6Wsu163e           D6Wsu163e     28040
## Mrps33                 Mrps33     14548
## Supv3l1               Supv3l1    338359
## Uchl1                   Uchl1     22223
## Ifnar1                 Ifnar1     15975
## Hddc3                   Hddc3     68695
## BC003331             BC003331      <NA>
## Atp6v1f               Atp6v1f     66144
## Etfdh                   Etfdh     66841
## Elf4                     Elf4     56501
## Prpf4                   Prpf4     70052
## Abhd12                 Abhd12     76192
## Hmgcll1               Hmgcll1    208982
## Aph1a                   Aph1a    226548
## Csnk2a2               Csnk2a2     13000
## Bid                       Bid     12122
## Atxn7l1               Atxn7l1    380753
## Ciz1                     Ciz1     68379
## Hint3                   Hint3     66847
## Paip2                   Paip2     67869
## Kbtbd11               Kbtbd11     74901
## Tes                       Tes     21753
## Cdk5                     Cdk5     12568
## Tmem120a             Tmem120a    215210
## Calu                     Calu     12321
## Mapk7                   Mapk7     23939
## Mief1                   Mief1    239555
## Ctu2                     Ctu2     66965
## Prpf18                 Prpf18     67229
## Rab35                   Rab35     77407
## Ercc3                   Ercc3     13872
## Pdpr                     Pdpr    319518
## Dvl3                     Dvl3     13544
## Ubap1                   Ubap1     67123
## Sec23a                 Sec23a     20334
## Strbp                   Strbp     20744
## Cntrob                 Cntrob    216846
## Ndufa13               Ndufa13     67184
## Nup98                   Nup98    269966
## 1190007I07Rik   1190007I07Rik    544717
## Dcp2                     Dcp2     70640
## Gm20605               Gm20605 100316903
## Aebp2                   Aebp2     11569
## Krit1                   Krit1     79264
## Rbm22                   Rbm22     66810
## Cfap20                 Cfap20     14894
## Parg                     Parg     26430
## Ap1ar                   Ap1ar    211556
## Tmem265               Tmem265 105180375
## Lnpep                   Lnpep    240028
## Ift80                   Ift80     68259
## Cc2d1b                 Cc2d1b    319965
## Upf1                     Upf1     19704
## Acads                   Acads     11409
## 2610002M06Rik   2610002M06Rik     67028
## Scarb2                 Scarb2     12492
## Guf1                     Guf1    231279
## Depdc5                 Depdc5    277854
## Ints12                 Ints12     71793
## Pitpna                 Pitpna     18738
## Mcoln1                 Mcoln1     94178
## Atf6                     Atf6    226641
## Iws1                     Iws1     73473
## Dnlz                     Dnlz     52838
## Ddi2                     Ddi2     68817
## Ltk                       Ltk     17005
## Il10ra                 Il10ra     16154
## Abracl                 Abracl     73112
## Slc35c2               Slc35c2    228875
## Smg5                     Smg5    229512
## Ddx31                   Ddx31    227674
## Tmem9                   Tmem9     66241
## Btrc                     Btrc     12234
## Nr2c2ap               Nr2c2ap     75692
## Bcl2                     Bcl2     12043
## Phf6                     Phf6     70998
## Pigo                     Pigo     56703
## Pinlyp                 Pinlyp    641361
## Tmf1                     Tmf1    232286
## Rrp1                     Rrp1     18114
## Cyba                     Cyba     13057
## Elf2                     Elf2     69257
## Pwp1                     Pwp1    103136
## Cep97                   Cep97     74201
## H2-Bl                   H2-Bl     14963
## Ap4s1                   Ap4s1     11782
## Itm2b                   Itm2b     16432
## Sde2                     Sde2    208768
## Ier5                     Ier5     15939
## Nfkb1                   Nfkb1     18033
## Bin3                     Bin3     57784
## Nrd1                     Nrd1    230598
## Nol6                     Nol6    230082
## Ahcyl2                 Ahcyl2     74340
## Uimc1                   Uimc1     20184
## Sesn3                   Sesn3     75747
## Epb4.1l2             Epb4.1l2      <NA>
## Fam160b1             Fam160b1      <NA>
## Dnah8                   Dnah8     13417
## Synj2bp               Synj2bp     24071
## Sfr1                     Sfr1     67788
## Brpf1                   Brpf1     78783
## Sec23ip               Sec23ip    207352
## Mtmr9                   Mtmr9    210376
## Lin37                   Lin37     75660
## Iigp1                   Iigp1     60440
## Atp9a                   Atp9a     11981
## Mrps2                   Mrps2    118451
## Atf2                     Atf2     11909
## Sart3                   Sart3     53890
## Sec11a                 Sec11a     56529
## Hnrnph2               Hnrnph2     56258
## Atp13a1               Atp13a1    170759
## Tagln2                 Tagln2     21346
## Ube4b                   Ube4b     63958
## Tysnd1                 Tysnd1     71767
## Tbc1d9b               Tbc1d9b     76795
## Apopt1                 Apopt1      <NA>
## Cluap1                 Cluap1     76779
## Ddx56                   Ddx56     52513
## Slc15a4               Slc15a4    100561
## Vps4a                   Vps4a    116733
## Rab1b                   Rab1b     76308
## Rnf220                 Rnf220     66743
## Ldb1                     Ldb1     16825
## Phtf1                   Phtf1     18685
## Mknk1                   Mknk1     17346
## Ggta1                   Ggta1     14594
## Parp9                   Parp9     80285
## Cox14                   Cox14     66379
## Dbnl                     Dbnl     13169
## Snrnp48               Snrnp48     67797
## Taf1b                   Taf1b     21340
## H2-Q1                   H2-Q1     15006
## Vps51                   Vps51     68505
## Crls1                   Crls1     66586
## Nfyb                     Nfyb     18045
## Uba3                     Uba3     22200
## Kxd1                     Kxd1     75620
## Arpc3                   Arpc3     56378
## Ttc9c                   Ttc9c     70387
## Pcsk7                   Pcsk7     18554
## Letmd1                 Letmd1     68614
## Haus3                   Haus3    231123
## Exosc10               Exosc10     50912
## Sart1                   Sart1     20227
## G3bp2                   G3bp2     23881
## 9430016H08Rik   9430016H08Rik      <NA>
## Ccdc88c               Ccdc88c     68339
## Zfp35                   Zfp35     22694
## Casp2                   Casp2     12366
## Dync1li2             Dync1li2    234663
## Adgre5                 Adgre5     26364
## Actr10                 Actr10     56444
## Mrgbp                   Mrgbp     73247
## Ntmt1                   Ntmt1     66617
## Dhx38                   Dhx38     64340
## Rrs1                     Rrs1     59014
## Snora44               Snora44 100217418
## Cklf                     Cklf     75458
## Ccnk                     Ccnk     12454
## Usp8                     Usp8     84092
## Ccar2                   Ccar2    219158
## Usb1                     Usb1    101985
## Zfc3h1                 Zfc3h1    216345
## Cirh1a                 Cirh1a      <NA>
## Surf1                   Surf1     20930
## Prcc                     Prcc     94315
## Insl6                   Insl6     27356
## Galnt3                 Galnt3     14425
## Snhg6                   Snhg6     73824
## Snora28               Snora28 100316932
## Sppl3                   Sppl3     74585
## Actr3                   Actr3     74117
## Pag1                     Pag1     94212
## Spp1                     Spp1     20750
## Ubxn4                   Ubxn4     67812
## Heatr1                 Heatr1    217995
## Cyb5b                   Cyb5b     66427
## Tmx4                     Tmx4     52837
## Dhx9                     Dhx9     13211
## Cep44                   Cep44    382010
## Ncdn                     Ncdn     26562
## Hars2                   Hars2     70791
## Gimap9                 Gimap9    317758
## Chst12                 Chst12     59031
## 4930453N24Rik   4930453N24Rik     67609
## Poldip3               Poldip3     73826
## Mmadhc                 Mmadhc    109129
## 2810474O19Rik   2810474O19Rik      <NA>
## Slc39a9               Slc39a9    328133
## Pxmp4                   Pxmp4     59038
## Cobll1                 Cobll1    319876
## Phf20                   Phf20    228829
## Plod3                   Plod3     26433
## Mex3b                   Mex3b    108797
## Suv420h2             Suv420h2      <NA>
## Gtf3c6                 Gtf3c6     67371
## Abcd3                   Abcd3     19299
## Psmg2                   Psmg2    107047
## Pet117                 Pet117 100048644
## Eva1b                   Eva1b    230752
## 1600012H06Rik   1600012H06Rik     67912
## Ykt6                     Ykt6     56418
## Ubfd1                   Ubfd1     28018
## Nup214                 Nup214    227720
## Rela                     Rela     19697
## Prdm4                   Prdm4     72843
## Agpat6                 Agpat6      <NA>
## Nfrkb                   Nfrkb    235134
## Cntln                   Cntln    338349
## Dnajc13               Dnajc13    235567
## Haus2                   Haus2     66296
## Pxdn                     Pxdn     69675
## Clic4                   Clic4     29876
## Tnfrsf18             Tnfrsf18     21936
## Dedd                     Dedd     21945
## Ppp4r2                 Ppp4r2    232314
## Dok1                     Dok1     13448
## Polr3e                 Polr3e     26939
## Praf2                   Praf2     54637
## Hist3h2ba           Hist3h2ba      <NA>
## Snx17                   Snx17    266781
## Zfp317                 Zfp317    244713
## Med24                   Med24     23989
## Malsu1                 Malsu1     75593
## BC023829             BC023829      <NA>
## Rab7                     Rab7     19349
## Gnpat                   Gnpat     14712
## Rabif                   Rabif     98710
## Pfkp                     Pfkp     56421
## Fam195b               Fam195b      <NA>
## Pcca                     Pcca    110821
## Tor1b                   Tor1b     30934
## Ppme1                   Ppme1     72590
## Senp3                   Senp3     80886
## Tubgcp5               Tubgcp5    233276
## Pdcl3                   Pdcl3     68833
## Nisch                   Nisch     64652
## Tmem218               Tmem218     66279
## Gpsm3                   Gpsm3    106512
## Zeb1                     Zeb1     21417
## Rbm15                   Rbm15    229700
## Polrmt                 Polrmt    216151
## Ube2a                   Ube2a     22209
## Tmem70                 Tmem70     70397
## Snip1                   Snip1     76793
## Thumpd3               Thumpd3     14911
## Frmd8                   Frmd8     67457
## Caap1                   Caap1     67770
## Uqcc1                   Uqcc1     56046
## Sugp2                   Sugp2    234373
## Rfxap                   Rfxap    170767
## Atg2a                   Atg2a    329015
## Tmem131               Tmem131     56030
## Hhex                     Hhex     15242
## 2210013O21Rik   2210013O21Rik      <NA>
## Ccdc66                 Ccdc66    320234
## Gtf3c4                 Gtf3c4    269252
## Noc3l                   Noc3l     57753
## Rapgef1               Rapgef1    107746
## Cep70                   Cep70     68121
## Tmem165               Tmem165     21982
## Glrx                     Glrx     93692
## Ankrd10               Ankrd10    102334
## Tada2b                 Tada2b    231151
## Adnp2                   Adnp2    240442
## Ccdc137               Ccdc137     67291
## Slc35a2               Slc35a2     22232
## Bhlhb9                 Bhlhb9     70237
## Xpo1                     Xpo1    103573
## Spryd4                 Spryd4     66701
## Ncoa3                   Ncoa3     17979
## Ints2                   Ints2     70422
## Hspa13                 Hspa13    110920
## Rabggta               Rabggta     56187
## Uhrf1bp1l           Uhrf1bp1l     75089
## Adck5                   Adck5    268822
## Asb13                   Asb13    142688
## Casc3                   Casc3    192160
## Kti12                   Kti12    100087
## Pbdc1                   Pbdc1     67683
## Siah1a                 Siah1a     20437
## Scyl1                   Scyl1     78891
## Cetn2                   Cetn2     26370
## Max                       Max     17187
## Vps18                   Vps18    228545
## Polr3f                 Polr3f     70408
## Uqcc3                   Uqcc3    107197
## Mtg2                     Mtg2     52856
## Pon3                     Pon3    269823
## C1galt1c1           C1galt1c1     59048
## Qrsl1                   Qrsl1     76563
## Zfp445                 Zfp445    235682
## Supt7l                 Supt7l     72195
## Cspp1                   Cspp1    211660
## Med30                   Med30     69790
## Hmgxb3                 Hmgxb3    106894
## Arhgap12             Arhgap12     75415
## Cebpg                   Cebpg     12611
## Snapc1                 Snapc1     75627
## Slc7a6                 Slc7a6    330836
## Relb                     Relb     19698
## Atp6v0d1             Atp6v0d1     11972
## Smarca2               Smarca2     67155
## Chmp1a                 Chmp1a    234852
## Tmem260               Tmem260    218989
## AI597479             AI597479     98404
## Csnk1g1               Csnk1g1    214897
## Ankrd16               Ankrd16    320816
## Taf2                     Taf2    319944
## Rhobtb2               Rhobtb2    246710
## Fam69b                 Fam69b      <NA>
## Sdhaf3                 Sdhaf3     71238
## Qtrtd1                 Qtrtd1      <NA>
## Zc3h13                 Zc3h13     67302
## 2410004B18Rik   2410004B18Rik     66421
## Herc3                   Herc3     73998
## Syf2                     Syf2     68592
## Gdap2                   Gdap2     14547
## Gtf2h2                 Gtf2h2     23894
## Lta4h                   Lta4h     16993
## Rbm42                   Rbm42     68035
## Ccdc6                   Ccdc6     76551
## Emc3                     Emc3     66087
## Cutc                     Cutc     66388
## Dennd5a               Dennd5a     19347
## Bfar                     Bfar     67118
## Fam63b                 Fam63b      <NA>
## Ints8                   Ints8     72656
## R3hdm4                 R3hdm4    109284
## Twistnb               Twistnb      <NA>
## Rps6kb1               Rps6kb1     72508
## Fancg                   Fancg     60534
## Tut1                     Tut1     70044
## Agps                     Agps    228061
## Trio                     Trio    223435
## Glod4                   Glod4     67201
## Cxcr4                   Cxcr4     12767
## 4930503L19Rik   4930503L19Rik    269033
## Gabarap               Gabarap     56486
## Rwdd4a                 Rwdd4a    192174
## Med12                   Med12     59024
## Gsn                       Gsn    227753
## Ltn1                     Ltn1     78913
## Anapc2                 Anapc2     99152
## Traf2                   Traf2     22030
## Rnaseh1               Rnaseh1     19819
## Ado                       Ado    211488
## Kif5b                   Kif5b     16573
## Nckap1l               Nckap1l    105855
## March6                 March6      <NA>
## Scaf11                 Scaf11     72193
## Wdr1                     Wdr1     22388
## Plagl2                 Plagl2     54711
## Larp4b                 Larp4b    217980
## Lyl1                     Lyl1     17095
## Man2b2                 Man2b2     17160
## Wdr91                   Wdr91    101240
## Rnf166                 Rnf166     68718
## Ubtf                     Ubtf     21429
## Atg101                 Atg101     68118
## Mir6388               Mir6388 102465205
## Cby1                     Cby1     73739
## Hnrnpul2             Hnrnpul2     68693
## Clk2                     Clk2     12748
## Fam175b               Fam175b      <NA>
## Rbm33                   Rbm33    381626
## Tdp2                     Tdp2     56196
## Dynll2                 Dynll2     68097
## Rbm45                   Rbm45    241490
## Arfgap2               Arfgap2     77038
## Tubgcp4               Tubgcp4     51885
## Foxp4                   Foxp4     74123
## Map2k4                 Map2k4     26398
## Phax                     Phax     56698
## Dcaf15                 Dcaf15    212123
## Chmp7                   Chmp7    105513
## Commd7                 Commd7     99311
## Sec23b                 Sec23b     27054
## Ptpn12                 Ptpn12     19248
## Rhot1                   Rhot1     59040
## Rab29                   Rab29    226422
## Ncstn                   Ncstn     59287
## Tyw1                     Tyw1    100929
## Dnajc3                 Dnajc3 100037258
## Ppp3r1                 Ppp3r1     19058
## Pdia4                   Pdia4     12304
## Taf6                     Taf6     21343
## Ppp2r5e               Ppp2r5e     26932
## Rbm27                   Rbm27    225432
## Cabin1                 Cabin1    104248
## Gnl2                     Gnl2    230737
## Tmbim4                 Tmbim4     68212
## Dido1                   Dido1     23856
## Larp4                   Larp4    207214
## Nemf                     Nemf     66244
## Herc4                   Herc4     67345
## Aldh18a1             Aldh18a1     56454
## Cdc42se2             Cdc42se2     72729
## Rsph9                   Rsph9     75564
## Fam193b               Fam193b    212483
## Wdr37                   Wdr37    207615
## Terf1                   Terf1     21749
## Tex10                   Tex10    269536
## Gpalpp1               Gpalpp1     67467
## Rbm34                   Rbm34     52202
## Prpf6                   Prpf6     68879
## Pex19                   Pex19     19298
## Strn4                   Strn4     97387
## Bcl2l1                 Bcl2l1     12048
## Slc39a11             Slc39a11     69806
## Nus1                     Nus1     52014
## Polr1b                 Polr1b     20017
## Setdb1                 Setdb1     84505
## Tax1bp1               Tax1bp1     52440
## Polr3d                 Polr3d     67065
## Ddx3x                   Ddx3x     13205
## Tpgs1                   Tpgs1    110012
## Zfp395                 Zfp395    380912
## Snx19                   Snx19    102607
## Hdac3                   Hdac3     15183
## Rbm15b                 Rbm15b    109095
## Ttc37                   Ttc37    218343
## Jagn1                   Jagn1     67767
## Appbp2                 Appbp2     66884
## Sf3b3                   Sf3b3    101943
## Mospd1                 Mospd1     70380
## Rpap1                   Rpap1     68925
## Crip1                   Crip1     12925
## Pdhb                     Pdhb     68263
## Asb8                     Asb8     78541
## Tgtp1                   Tgtp1     21822
## Hectd3                 Hectd3     76608
## Unc119b               Unc119b    106840
## Bloc1s6               Bloc1s6     18457
## Nrde2                   Nrde2    217827
## Ankrd27               Ankrd27    245886
## Ehmt1                   Ehmt1     77683
## Prkcsh                 Prkcsh     19089
## Matr3                   Matr3     17184
## Akirin2               Akirin2    433693
## Whamm                   Whamm    434204
## Fkbp3                   Fkbp3     30795
## Poll                     Poll     56626
## Igsf8                   Igsf8    140559
## Asf1a                   Asf1a     66403
## Ntpcr                   Ntpcr     66566
## Pura                     Pura     19290
## 4930579G24Rik   4930579G24Rik     75939
## Ndufs4                 Ndufs4     17993
## Dgcr14                 Dgcr14      <NA>
## Preb                     Preb     50907
## Pi4kb                   Pi4kb    107650
## Acd                       Acd    497652
## Fhod1                   Fhod1    234686
## Trim44                 Trim44     80985
## Dvl2                     Dvl2     13543
## 4833420G17Rik   4833420G17Rik     67392
## Ak3                       Ak3     56248
## Trmt61a               Trmt61a    328162
## Rnf6                     Rnf6     74132
## Slc25a51             Slc25a51    230125
## Zfp335                 Zfp335    329559
## Lman2                   Lman2     66890
## Bphl                     Bphl     68021
## Crtc2                   Crtc2     74343
## Samd4b                 Samd4b    233033
## Pdxdc1                 Pdxdc1     94184
## Eral1                   Eral1     57837
## Egln2                   Egln2    112406
## Gtf2h1                 Gtf2h1     14884
## Srd5a3                 Srd5a3     57357
## Acbd3                   Acbd3    170760
## Dnajb1                 Dnajb1     81489
## 2900097C17Rik   2900097C17Rik      <NA>
## Gm17066               Gm17066      <NA>
## Stam                     Stam     20844
## Msl2                     Msl2     77853
## Fiz1                     Fiz1     23877
## Nelfb                   Nelfb     58202
## Nbeal2                 Nbeal2    235627
## Srp72                   Srp72     66661
## Cox19                   Cox19     68033
## Dhx29                   Dhx29    218629
## Susd6                   Susd6    217684
## Tmem134               Tmem134     66990
## Hgh1                     Hgh1     59053
## Dcun1d1               Dcun1d1    114893
## Rasgrp2               Rasgrp2     19395
## Zzz3                     Zzz3    108946
## Gripap1               Gripap1     54645
## Phc2                     Phc2     54383
## Mtmr4                   Mtmr4    170749
## Mark3                   Mark3     17169
## Pdia3                   Pdia3     14827
## Bloc1s1               Bloc1s1     14533
## Dusp12                 Dusp12     80915
## Zbed6                   Zbed6    667118
## Psap                     Psap     19156
## Tmc6                     Tmc6    217353
## Smad3                   Smad3     17127
## Tsg101                 Tsg101     22088
## Slc4a1ap             Slc4a1ap     20534
## Polr2g                 Polr2g     67710
## Foxk1                   Foxk1     17425
## Wdr83os               Wdr83os    414077
## Rars2                   Rars2    109093
## Zscan26               Zscan26    432731
## Ndufb3                 Ndufb3     66495
## Polr3a                 Polr3a    218832
## Cfap97                 Cfap97     66756
## Pim2                     Pim2     18715
## 2410002F23Rik   2410002F23Rik    668661
## Coa5                     Coa5     76178
## Cnot6                   Cnot6    104625
## Gtf3c3                 Gtf3c3     98488
## Trp53rka             Trp53rka    381406
## Slfn2                   Slfn2     20556
## Smad5                   Smad5     17129
## Nol9                     Nol9     74035
## Plcg2                   Plcg2    234779
## Rif1                     Rif1     51869
## Exoc5                   Exoc5    105504
## Lysmd3                 Lysmd3     80289
## Pcdhgc3               Pcdhgc3     93706
## Ripk3                   Ripk3     56532
## E430025E21Rik   E430025E21Rik      <NA>
## Scamp4                 Scamp4     56214
## Trappc6a             Trappc6a     67091
## Derl1                   Derl1     67819
## Ube3b                   Ube3b    117146
## Dctn1                   Dctn1     13191
## Chuk                     Chuk     12675
## Pptc7                   Pptc7    320717
## Smad4                   Smad4     17128
## Fam73a                 Fam73a      <NA>
## Thop1                   Thop1     50492
## BC029722             BC029722    613262
## Zbtb1                   Zbtb1    268564
## Psme4                   Psme4    103554
## Pmpcb                   Pmpcb     73078
## Itgav                   Itgav     16410
## Smpd2                   Smpd2     20598
## Cbr1                     Cbr1     12408
## Fam120b               Fam120b     67544
## Nol11                   Nol11     68979
## Slc7a7                 Slc7a7     20540
## Ccdc28b               Ccdc28b     66264
## Dusp22                 Dusp22    105352
## Dhcr7                   Dhcr7     13360
## Nkap                     Nkap     67050
## Stx18                   Stx18     71116
## Naa15                   Naa15     74838
## Fam122a               Fam122a     68034
## Ankrd46               Ankrd46     68839
## Trim35                 Trim35     66854
## Nbr1                     Nbr1     17966
## Tbpl1                   Tbpl1    237336
## Ddx52                   Ddx52     78394
## Tefm                     Tefm     68550
## Galk2                   Galk2     69976
## Cox15                   Cox15    226139
## Zkscan6               Zkscan6     52712
## Ap5s1                   Ap5s1     69596
## Emp1                     Emp1     13730
## Hyls1                   Hyls1     76832
## Uba6                     Uba6    231380
## Paip1                   Paip1    218693
## Ercc2                   Ercc2     13871
## Thap3                   Thap3     69876
## Dot1l                   Dot1l    208266
## Dcaf4                   Dcaf4     73828
## Mavs                     Mavs    228607
## Dpp8                     Dpp8     74388
## Dync1i2               Dync1i2     13427
## Dcaf17                 Dcaf17     75763
## Agap2                   Agap2    216439
## Raf1                     Raf1    110157
## Pik3r5                 Pik3r5    320207
## Zfp81                   Zfp81    224694
## Tbc1d13               Tbc1d13     70296
## Elac2                   Elac2     68626
## Wdr13                   Wdr13     73447
## Pole4                   Pole4     66979
## Pex2                     Pex2     19302
## Soat1                   Soat1     20652
## Mphosph8             Mphosph8     75339
## Dzip3                   Dzip3    224170
## Pdcd11                 Pdcd11     18572
## Serinc3               Serinc3     26943
## Ctnnd1                 Ctnnd1     12388
## Cox10                   Cox10     70383
## Pip4k2b               Pip4k2b    108083
## Phf1                     Phf1     21652
## Cwc22                   Cwc22     80744
## Aip                       Aip     11632
## Mllt3                   Mllt3     70122
## Plaa                     Plaa     18786
## Rdh11                   Rdh11     17252
## Mrs2                     Mrs2    380836
## Ppp5c                   Ppp5c     19060
## Apool                   Apool     68117
## Med31                   Med31     67279
## Cd55                     Cd55     13136
## Rhbdd1                 Rhbdd1     76867
## Gmpr2                   Gmpr2    105446
## Tmem19                 Tmem19     67226
## Rcor1                   Rcor1    217864
## Fastk                   Fastk     66587
## Mis12                   Mis12     67139
## Rmnd5a                 Rmnd5a     68477
## Usp16                   Usp16     74112
## Mllt10                 Mllt10     17354
## Trabd                   Trabd     67976
## Pigk                     Pigk    329777
## Tpd52                   Tpd52     21985
## Vps45                   Vps45     22365
## Mtg1                     Mtg1    212508
## A630001G21Rik   A630001G21Rik    319997
## Prcp                     Prcp     72461
## Zmpste24             Zmpste24    230709
## Pias1                   Pias1     56469
## Fcrl1                   Fcrl1    229499
## Spopl                   Spopl     76857
## Ercc1                   Ercc1     13870
## Tgs1                     Tgs1    116940
## Dennd6a               Dennd6a    211922
## Idh2                     Idh2    269951
## Hdhd2                   Hdhd2     76987
## Ldah                     Ldah     68832
## Taf13                   Taf13     99730
## Zfp219                 Zfp219     69890
## Ppp2r2d               Ppp2r2d     52432
## Parn                     Parn     74108
## Akap10                 Akap10     56697
## Neurl4                 Neurl4    216860
## Haus7                   Haus7     73738
## Nvl                       Nvl     67459
## Zyx                       Zyx     22793
## Med27                   Med27     68975
## Parvg                   Parvg     64099
## Yaf2                     Yaf2     67057
## Rassf3                 Rassf3    192678
## Colq                     Colq    382864
## Ash2l                   Ash2l     23808
## Coasy                   Coasy     71743
## Diablo                 Diablo     66593
## Trim56                 Trim56    384309
## Ripk1                   Ripk1     19766
## Cryzl1                 Cryzl1     66609
## Trnt1                   Trnt1     70047
## Qser1                   Qser1     99003
## H2-Q9                   H2-Q9    110558
## Birc6                   Birc6     12211
## Ikbkb                   Ikbkb     16150
## Acly                     Acly    104112
## Lmbrd1                 Lmbrd1     68421
## Rogdi                   Rogdi     66049
## Itga4                   Itga4     16401
## Ccdc53                 Ccdc53      <NA>
## Cirbp                   Cirbp     12696
## Btbd1                   Btbd1     83962
## Crlf3                   Crlf3     54394
## Copa                     Copa     12847
## Fam134c               Fam134c      <NA>
## Rsrc1                   Rsrc1     66880
## Hjurp                   Hjurp    381280
## Rp2h                     Rp2h      <NA>
## Elavl1                 Elavl1     15568
## Mtmr6                   Mtmr6    219135
## Tln1                     Tln1     21894
## Snx10                   Snx10     71982
## Prosc                   Prosc      <NA>
## Zscan21               Zscan21     22697
## Anxa1                   Anxa1     16952
## Mtfr1l                 Mtfr1l     76824
## 1110008P14Rik   1110008P14Rik      <NA>
## Trmt10c               Trmt10c     52575
## Mbip                     Mbip    217588
## 2310067B10Rik   2310067B10Rik      <NA>
## Fam53a                 Fam53a     74504
## Shkbp1                 Shkbp1    192192
## Ccdc174               Ccdc174    232236
## Rala                     Rala     56044
## Surf4                   Surf4     20932
## Ptp4a3                 Ptp4a3     19245
## Sec22b                 Sec22b     20333
## Socs4                   Socs4     67296
## Galns                   Galns     50917
## Dazap2                 Dazap2     23994
## Sbf1                     Sbf1     77980
## Ccnt1                   Ccnt1     12455
## Thrap3                 Thrap3    230753
## Nat2                     Nat2     17961
## Ampd2                   Ampd2    109674
## Brd8                     Brd8     78656
## Pigt                     Pigt     78928
## Gpn1                     Gpn1     74254
## Srsf6                   Srsf6     67996
## Slc35b3               Slc35b3    108652
## Itpk1                   Itpk1    217837
## Dpf2                     Dpf2     19708
## Ccdc134               Ccdc134     76457
## Dpy19l4               Dpy19l4    381510
## Srek1ip1             Srek1ip1     67288
## Timm21                 Timm21     67105
## Tgtp2                   Tgtp2 100039796
## Slc35e1               Slc35e1    270066
## Ccdc117               Ccdc117    104479
## Ccnd2                   Ccnd2     12444
## Psen2                   Psen2     19165
## Ttc7b                   Ttc7b    104718
## Srgap2                 Srgap2     14270
## Ralgapa1             Ralgapa1     56784
## Sbk1                     Sbk1    104175
## Rnf19b                 Rnf19b     75234
## Irak4                   Irak4    266632
## Smg8                     Smg8     74133
## Cnot4                   Cnot4     53621
## Ylpm1                   Ylpm1     56531
## Fam58b                 Fam58b      <NA>
## Polr3k                 Polr3k     67005
## Opa1                     Opa1     74143
## Emc2                     Emc2     66736
## Bcap31                 Bcap31     27061
## Dnaja1                 Dnaja1     15502
## Fuca1                   Fuca1     71665
## Igf2bp3               Igf2bp3    140488
## Dhx32                   Dhx32    101437
## Phkg2                   Phkg2     68961
## Pot1a                   Pot1a    101185
## Mast3                   Mast3    546071
## Zhx1                     Zhx1     22770
## Dtx3l                   Dtx3l    209200
## Adal                     Adal     75894
## Pdcd2l                 Pdcd2l     68079
## Csnk1g3               Csnk1g3     70425
## Rictor                 Rictor     78757
## Mettl6                 Mettl6     67011
## Gbp3                     Gbp3     55932
## Spata2                 Spata2    263876
## Zfand6                 Zfand6     65098
## Tmem179b             Tmem179b     67706
## Xist                     Xist    213742
## Sumo1                   Sumo1     22218
## 1810009A15Rik   1810009A15Rik     66276
## Icmt                     Icmt     57295
## Zfp346                 Zfp346     26919
## Thoc2                   Thoc2    331401
## Dgka                     Dgka     13139
## Ipo8                     Ipo8    320727
## Grk5                     Grk5     14773
## Tmem43                 Tmem43     74122
## Tfam                     Tfam     21780
## Khdrbs1               Khdrbs1     20218
## Nit1                     Nit1     27045
## Crebrf                 Crebrf     77128
## Glmn                     Glmn    170823
## 4833439L19Rik   4833439L19Rik     97820
## Hps5                     Hps5    246694
## Usp12                   Usp12     22217
## Ppil2                   Ppil2     66053
## Flcn                     Flcn    216805
## AK010878             AK010878      <NA>
## Galt                     Galt     14430
## 2510002D24Rik   2510002D24Rik     72307
## Exoc7                   Exoc7     53413
## Arhgap26             Arhgap26     71302
## Wdr3                     Wdr3    269470
## Parp6                   Parp6     67287
## Hsd17b4               Hsd17b4     15488
## Ino80b                 Ino80b     70020
## Upf3a                   Upf3a     67031
## Bcas3                   Bcas3    192197
## Zfp593                 Zfp593     68040
## Ogt                       Ogt    108155
## Mios                     Mios    252875
## N4bp2l2               N4bp2l2    381695
## Taf7                     Taf7     24074
## Cd164                   Cd164     53599
## Fam206a               Fam206a      <NA>
## Mettl23               Mettl23     74319
## Bmi1                     Bmi1     12151
## Mon1b                   Mon1b    270096
## Alkbh3                 Alkbh3     69113
## Slc25a17             Slc25a17     20524
## Sgta                     Sgta     52551
## Gmeb2                   Gmeb2    229004
## Fxr1                     Fxr1     14359
## Fkrp                     Fkrp    243853
## Actr2                   Actr2     66713
## Cog2                     Cog2     76332
## Pick1                   Pick1     18693
## Bloc1s2               Bloc1s2     73689
## Rbm4                     Rbm4     19653
## Plekho1               Plekho1     67220
## 4921525O09Rik   4921525O09Rik     74050
## Myo18a                 Myo18a    360013
## Xiap                     Xiap     11798
## Sap130                 Sap130    269003
## Tmem42                 Tmem42     66079
## Gpatch8               Gpatch8    237943
## Ankrd52               Ankrd52    237615
## Kras                     Kras     16653
## Actr8                   Actr8     56249
## Tesk1                   Tesk1     21754
## R3hcc1l               R3hcc1l     52013
## Usp42                   Usp42     76800
## Edem3                   Edem3     66967
## Dph5                     Dph5     69740
## Mus81                   Mus81     71711
## Tmem206               Tmem206      <NA>
## Pim1                     Pim1     18712
## Trib3                   Trib3    228775
## Ndor1                   Ndor1     78797
## Nop56                   Nop56     67134
## Tmem176a             Tmem176a     66058
## Gmip                     Gmip     78816
## Ccdc69                 Ccdc69     52570
## Tmem80                 Tmem80     71448
## Col4a3bp             Col4a3bp      <NA>
## Ncbp2                   Ncbp2     68092
## Lime1                   Lime1     72699
## Mcat                     Mcat    223722
## Tfe3                     Tfe3    209446
## Camk2g                 Camk2g     12325
## Fli1                     Fli1     14247
## Gcn1l1                 Gcn1l1      <NA>
## 8430419L09Rik   8430419L09Rik      <NA>
## Poc5                     Poc5     67463
## Fam103a1             Fam103a1      <NA>
## Rnf114                 Rnf114     81018
## Nat9                     Nat9     66176
## Ercc6                   Ercc6    319955
## Exoc1                   Exoc1     69940
## Lmbr1l                 Lmbr1l     74775
## Pgap2                   Pgap2    233575
## Zfp280b               Zfp280b     64453
## Mical3                 Mical3    194401
## Tmem39a               Tmem39a     67846
## Terf2ip               Terf2ip     57321
## 1700123O20Rik   1700123O20Rik     58248
## Zfp706                 Zfp706     68036
## Bicd2                   Bicd2     76895
## Zfp746                 Zfp746     69228
## Sephs1                 Sephs1    109079
## Pcf11                   Pcf11     74737
## Rnf144a               Rnf144a    108089
## Stk24                   Stk24    223255
## Edem2                   Edem2    108687
## Hnrnpa0               Hnrnpa0     77134
## Mbtps2                 Mbtps2    270669
## Ergic2                 Ergic2     67456
## Serinc5               Serinc5    218442
## 9130011E15Rik   9130011E15Rik      <NA>
## Arfip1                 Arfip1     99889
## Gskip                   Gskip     66787
## Cntrl                   Cntrl     26920
## Ptcd2                   Ptcd2     68927
## Tmem222               Tmem222     52174
## 1700020I14Rik   1700020I14Rik      <NA>
## Wdr59                   Wdr59    319481
## Eya3                     Eya3     14050
## Mier1                   Mier1     71148
## Gid4                     Gid4     66771
## Strn3                   Strn3     94186
## Naa16                   Naa16     66897
## Mtmr3                   Mtmr3     74302
## Impad1                 Impad1      <NA>
## Heca                     Heca    380629
## Rspry1                 Rspry1     67610
## Dnal4                   Dnal4     54152
## Atxn7l3               Atxn7l3    217218
## Rexo1                   Rexo1     66932
## Lrrc47                 Lrrc47     72946
## Plec                     Plec     18810
## Supt5                   Supt5     20924
## Naa25                   Naa25    231713
## Slc43a2               Slc43a2    215113
## Zfp688                 Zfp688     69234
## Rabgap1               Rabgap1    227800
## Bloc1s4               Bloc1s4    117197
## Adck1                   Adck1     72113
## Mir17hg               Mir17hg     75957
## Riok1                   Riok1     71340
## Wasf2                   Wasf2    242687
## 2610301B20Rik   2610301B20Rik      <NA>
## Pacrgl                 Pacrgl     66768
## Ube2e1                 Ube2e1     22194
## Vps13a                 Vps13a    271564
## Crcp                     Crcp     12909
## Clasrp                 Clasrp     53609
## Trappc6b             Trappc6b     78232
## BC027231             BC027231      <NA>
## Nmd3                     Nmd3     97112
## Alkbh1                 Alkbh1    211064
## Icam1                   Icam1     15894
## Polm                     Polm     54125
## Hnrnpr                 Hnrnpr     74326
## Ankzf1                 Ankzf1     52231
## Arl6ip5               Arl6ip5     65106
## Eme2                     Eme2    193838
## Snx2                     Snx2     67804
## Gpkow                   Gpkow    209416
## Insr                     Insr     16337
## Zbtb9                   Zbtb9    474156
## Rbbp5                   Rbbp5    213464
## Ppp6c                   Ppp6c     67857
## Ctdspl2               Ctdspl2    329506
## Fam192a               Fam192a      <NA>
## Sec31a                 Sec31a     69162
## Nlrc3                   Nlrc3    268857
## Nt5dc1                 Nt5dc1    319638
## Glud1                   Glud1     14661
## Brd9                     Brd9    105246
## 0610009O20Rik   0610009O20Rik      <NA>
## Sptlc2                 Sptlc2     20773
## Rara                     Rara     19401
## Rtfdc1                 Rtfdc1      <NA>
## Ppp2r5a               Ppp2r5a    226849
## Ccdc90b               Ccdc90b     66365
## Npepl1                 Npepl1    228961
## Tm9sf3                 Tm9sf3    107358
## Ncoa5                   Ncoa5    228869
## Utp3                     Utp3     65961
## Znhit2                 Znhit2     29805
## Atf5                     Atf5    107503
## Usf1                     Usf1     22278
## Kif1bp                 Kif1bp      <NA>
## Adi1                     Adi1    104923
## 1110012L19Rik   1110012L19Rik      <NA>
## Vav2                     Vav2     22325
## Eif2ak4               Eif2ak4     27103
## Morc3                   Morc3    338467
## Grb2                     Grb2     14784
## Trim24                 Trim24     21848
## Znf512b               Znf512b      <NA>
## Hilpda                 Hilpda     69573
## Cep350                 Cep350     74081
## Pex3                     Pex3     56535
## Atp2b1                 Atp2b1     67972
## Cdc26                   Cdc26     66440
## Mvb12a                 Mvb12a     73711
## Phc1                     Phc1     13619
## Fgd2                     Fgd2     26382
## Rab3ip                 Rab3ip    216363
## Vps33a                 Vps33a     77573
## Rpe                       Rpe     66646
## Maml2                   Maml2    270118
## H2-K2                   H2-K2    630499
## Gipc1                   Gipc1     67903
## Zfp68                   Zfp68     24135
## Stard3nl             Stard3nl     76205
## Spred2                 Spred2    114716
## Ubap2l                 Ubap2l     74383
## Erp44                   Erp44     76299
## Ppp6r3                 Ppp6r3     52036
## Fam92a                 Fam92a      <NA>
## Slc9a8                 Slc9a8     77031
## Sfxn3                   Sfxn3     94280
## Ahcyl1                 Ahcyl1    229709
## Svil                     Svil    225115
## Maf1                     Maf1     68877
## Abcf3                   Abcf3     27406
## Atad1                   Atad1     67979
## Bag5                     Bag5     70369
## Tmem160               Tmem160     69094
## Zfp280d               Zfp280d    235469
## Phf14                   Phf14     75725
## Pttg1ip               Pttg1ip    108705
## Tob2                     Tob2     57259
## Vps54                   Vps54    245944
## Nin                       Nin     18080
## Ell                       Ell     13716
## Ccs                       Ccs     12460
## Mlx                       Mlx     21428
## Ccdc127               Ccdc127     67433
## Scrn2                   Scrn2    217140
## Echs1                   Echs1     93747
## Arhgef3               Arhgef3     71704
## Ap1m1                   Ap1m1     11767
## Mllt6                   Mllt6    246198
## Sirt6                   Sirt6     50721
## Med23                   Med23     70208
## Npepps                 Npepps     19155
## Mfn2                     Mfn2    170731
## Nudt16l1             Nudt16l1     66911
## Atp6v0a2             Atp6v0a2     21871
## Zbtb18                 Zbtb18     30928
## Tmem209               Tmem209     72649
## Ncoa6                   Ncoa6     56406
## 3110040N11Rik   3110040N11Rik     67290
## Trim12c               Trim12c    319236
## Rnf219                 Rnf219      <NA>
## Zfp652                 Zfp652    268469
## Tmem129               Tmem129     68366
## Uckl1                   Uckl1     68556
## Zfp326                 Zfp326     54367
## Pcnxl3                 Pcnxl3      <NA>
## Eapp                     Eapp     66266
## Cwc25                   Cwc25     67480
## Elk3                     Elk3     13713
## Ddit3                   Ddit3     13198
## Fam204a               Fam204a     76539
## Ttc4                     Ttc4     72354
## BC029214             BC029214      <NA>
## Serf2                   Serf2    378702
## Cops6                   Cops6     26893
## Tgif1                   Tgif1     21815
## Tmem60                 Tmem60    212090
## Pofut1                 Pofut1    140484
## Pik3c3                 Pik3c3    225326
## Pdzd8                   Pdzd8    107368
## Trnau1ap             Trnau1ap     71787
## Mettl3                 Mettl3     56335
## Osbpl11               Osbpl11    106326
## Fibp                     Fibp     58249
## Dennd3                 Dennd3    105841
## Sap30bp               Sap30bp     57230
## Yy1                       Yy1     22632
## Asxl1                   Asxl1    228790
## Tollip                 Tollip     54473
## Ik                         Ik     24010
## Prkra                   Prkra     23992
## Ubr5                     Ubr5     70790
## Atmin                   Atmin    234776
## Arid4a                 Arid4a    238247
## Zfp280c               Zfp280c    208968
## Jade2                   Jade2     76901
## Rps6ka3               Rps6ka3    110651
## Gpn2                     Gpn2    100210
## Ube2g1                 Ube2g1     67128
## Rab3gap2             Rab3gap2     98732
## Mpp5                     Mpp5      <NA>
## Tinf2                   Tinf2     28113
## Pisd-ps1             Pisd-ps1    236604
## Ndrg1                   Ndrg1     17988
## Fam114a2             Fam114a2     67726
## Polg                     Polg     18975
## Ovca2                   Ovca2    246257
## Tgds                     Tgds     76355
## Akt2                     Akt2     11652
## Nol8                     Nol8     70930
## Papola                 Papola     18789
## Vhl                       Vhl     22346
## Ptbp3                   Ptbp3    230257
## Dock11                 Dock11     75974
## Zfp958                 Zfp958    233987
## Parp14                 Parp14    547253
## Glipr2                 Glipr2    384009
## Mef2a                   Mef2a     17258
## Anapc7                 Anapc7     56317
## Dhps                     Dhps    330817
## Ash1l                   Ash1l    192195
## Tbcb                     Tbcb     66411
## Gnpda2                 Gnpda2     67980
## Brox                     Brox     71678
## Whsc1l1               Whsc1l1      <NA>
## Senp5                   Senp5    320213
## Ubiad1                 Ubiad1     71707
## Myo1g                   Myo1g    246177
## Pnpla7                 Pnpla7    241274
## Fgd6                     Fgd6     13998
## Lig3                     Lig3     16882
## Slc10a3               Slc10a3    214601
## Fam84b                 Fam84b      <NA>
## Furin                   Furin     18550
## Osbp                     Osbp     76303
## Xab2                     Xab2     67439
## Hif1a                   Hif1a     15251
## Tmem9b                 Tmem9b     56786
## Add3                     Add3     27360
## Lipo1                   Lipo1    329055
## Rev3l                   Rev3l     19714
## Emb                       Emb     13723
## Cdip1                   Cdip1     66626
## Tmem57                 Tmem57      <NA>
## Eps8                     Eps8     13860
## Cggbp1                 Cggbp1    106143
## Slu7                     Slu7    193116
## Usp30                   Usp30    100756
## Cdc40                   Cdc40     71713
## Ythdf1                 Ythdf1    228994
## Tmem205               Tmem205    235043
## Zdhhc13               Zdhhc13    243983
## Vbp1                     Vbp1     22327
## Mbd1                     Mbd1     17190
## Cep19                   Cep19     66994
## Snx11                   Snx11     74479
## Ikbip                   Ikbip     67454
## Zfyve19               Zfyve19     72008
## Aen                       Aen     68048
## Dmxl1                   Dmxl1    240283
## Dffa                     Dffa     13347
## Gtpbp8                 Gtpbp8     66067
## Tmem194b             Tmem194b      <NA>
## Vwa5a                   Vwa5a     67776
## Snapc2                 Snapc2    102209
## Zfp141                 Zfp141    434178
## Lrrn4                   Lrrn4    320974
## Pex13                   Pex13     72129
## Laptm5                 Laptm5     16792
## Mta2                     Mta2     23942
## Cables2               Cables2    252966
## Hcst                     Hcst     23900
## Zdhhc5                 Zdhhc5    228136
## Mbd6                     Mbd6    110962
## Nras                     Nras     18176
## Pnpla2                 Pnpla2     66853
## Sbno1                   Sbno1    243272
## Ranbp2                 Ranbp2     19386
## Pi4k2a                 Pi4k2a     84095
## Rcbtb2                 Rcbtb2    105670
## Setd7                   Setd7     73251
## Neu1                     Neu1     18010
## Arhgef1               Arhgef1     16801
## Casp7                   Casp7     12369
## Sri                       Sri    109552
## Nomo1                   Nomo1    211548
## Zdhhc7                 Zdhhc7    102193
## 2810403A07Rik   2810403A07Rik      <NA>
## Ap3s2                   Ap3s2     11778
## Ralgapb               Ralgapb    228850
## Dlg3                     Dlg3     53310
## BC005624             BC005624    227707
## Ddx41                   Ddx41     72935
## Map3k11               Map3k11     26403
## Kctd13                 Kctd13    233877
## Ing3                     Ing3     71777
## Ankra2                 Ankra2     68558
## Pla2g15               Pla2g15    192654
## Tmem189               Tmem189      <NA>
## Trmt2b                 Trmt2b    215201
## Pank3                   Pank3    211347
## Fam63a                 Fam63a      <NA>
## Recql                   Recql     19691
## Aff4                     Aff4     93736
## Lrrc41                 Lrrc41    230654
## Cbx6                     Cbx6    494448
## Parl                     Parl    381038
## Ezh1                     Ezh1     14055
## Ccr7                     Ccr7     12775
## Ttc21b                 Ttc21b     73668
## Txndc16               Txndc16     70561
## Rlim                     Rlim     19820
## Atraid                 Atraid    381629
## Upf2                     Upf2    326622
## Stau1                   Stau1     20853
## Snord16a             Snord16a 100217453
## Bcl10                   Bcl10     12042
## Zdhhc4                 Zdhhc4     72881
## 1110037F02Rik   1110037F02Rik      <NA>
## Cenpj                   Cenpj    219103
## Atg2b                   Atg2b     76559
## Mesdc2                 Mesdc2      <NA>
## Cdc42                   Cdc42     12540
## Tcirg1                 Tcirg1     27060
## Med21                   Med21    108098
## Rnf31                   Rnf31    268749
## Scin                     Scin     20259
## Cnst                     Cnst    226744
## Derl2                   Derl2    116891
## Krcc1                   Krcc1     57896
## Mov10                   Mov10     17454
## Itfg2                   Itfg2    101142
## Paxbp1                 Paxbp1     67367
## Ebag9                   Ebag9     55960
## Brd3                     Brd3     67382
## Ppip5k2               Ppip5k2    227399
## Kcmf1                   Kcmf1     74287
## Srp14                   Srp14     20813
## Mndal                   Mndal 100040462
## Wdr73                   Wdr73     71968
## H2-M3                   H2-M3     14991
## Wdr45                   Wdr45     54636
## Yipf1                   Yipf1    230584
## Cab39                   Cab39     12283
## 2010001A14Rik   2010001A14Rik     76516
## Hccs                     Hccs     15159
## Ice1                     Ice1    218333
## Phf8                     Phf8    320595
## Ppap2b                 Ppap2b      <NA>
## Patl1                   Patl1    225929
## Ttc17                   Ttc17     74569
## Ndufaf3               Ndufaf3     66706
## Ufm1                     Ufm1     67890
## Hipk3                   Hipk3     15259
## Pofut2                 Pofut2     80294
## Pds5a                   Pds5a     71521
## Fbxw7                   Fbxw7     50754
## Cpm                       Cpm     70574
## Cand1                   Cand1     71902
## Arf3                     Arf3     11842
## Gm17745               Gm17745    432488
## Pcnt                     Pcnt     18541
## Rrn3                     Rrn3    106298
## Zcchc8                 Zcchc8     70650
## Cbx2                     Cbx2     12416
## Nup88                   Nup88     19069
## Gimap5                 Gimap5    317757
## Mvp                       Mvp     78388
## Tubgcp6               Tubgcp6    328580
## Irf2bpl               Irf2bpl    238330
## Tox4                     Tox4    268741
## Tmco6                   Tmco6     71983
## Cldnd1                 Cldnd1    224250
## Xpo6                     Xpo6     74204
## Dynlrb1               Dynlrb1     67068
## Gsk3b                   Gsk3b     56637
## Secisbp2l           Secisbp2l     70354
## Micu2                   Micu2     68514
## Cdk2ap2               Cdk2ap2     52004
## Kctd2                   Kctd2     70382
## Aim2                     Aim2    383619
## Dnajc7                 Dnajc7     56354
## Yipf5                   Yipf5     67180
## Cux1                     Cux1     13047
## Appl1                   Appl1     72993
## Parp10                 Parp10    671535
## Atg13                   Atg13     51897
## Cog3                     Cog3    338337
## Mettl16               Mettl16     67493
## Mplkip                 Mplkip     66308
## Cyb5d1                 Cyb5d1    327951
## Exo5                     Exo5     73172
## Hnrnph1               Hnrnph1     59013
## Prrc1                   Prrc1     73137
## Scyl2                   Scyl2    213326
## Stx16                   Stx16    228960
## Xxylt1                 Xxylt1    268880
## Marcksl1             Marcksl1     17357
## Stk40                   Stk40     74178
## Ccdc55                 Ccdc55      <NA>
## Zfp513                 Zfp513    101023
## Esyt1                   Esyt1     23943
## Zfp131                 Zfp131     72465
## Psen1                   Psen1     19164
## Nipsnap3b           Nipsnap3b     66536
## Ssh1                     Ssh1    231637
## Stx4a                   Stx4a     20909
## Plekha3               Plekha3     83435
## BC037034             BC037034      <NA>
## Gigyf2                 Gigyf2    227331
## Tef                       Tef     21685
## Tmsb15l               Tmsb15l    399591
## Pam16                   Pam16     66449
## Slc35a3               Slc35a3    229782
## Fkbp1a                 Fkbp1a     14225
## Zfp451                 Zfp451     98403
## Ywhaz                   Ywhaz     22631
## Pla2g7                 Pla2g7     27226
## Shoc2                   Shoc2     56392
## Pkig                     Pkig     18769
## Dtx2                     Dtx2     74198
## Zc3h7a                 Zc3h7a    106205
## Vrk3                     Vrk3    101568
## Ssu72                   Ssu72     68991
## Zfp865                 Zfp865    319748
## Lrrk2                   Lrrk2     66725
## Plekho2               Plekho2    102595
## 1810013L24Rik   1810013L24Rik     69053
## Mkln1                   Mkln1     27418
## Atp6v1a               Atp6v1a     11964
## Inadl                   Inadl      <NA>
## D15Ertd621e       D15Ertd621e      <NA>
## Tmed10                 Tmed10     68581
## Scd1                     Scd1     20249
## Rab3gap1             Rab3gap1    226407
## Far1                     Far1     67420
## Wwp2                     Wwp2     66894
## Stambp                 Stambp     70527
## Rabep1                 Rabep1     54189
## Sh3bgrl3             Sh3bgrl3     73723
## Sdhaf4                 Sdhaf4     68002
## Rad1                     Rad1     19355
## Ddx50                   Ddx50     94213
## Chst15                 Chst15     77590
## Rb1cc1                 Rb1cc1     12421
## Eftud1                 Eftud1      <NA>
## Fam98c                 Fam98c     73833
## Smim10l1             Smim10l1    381820
## Ing1                     Ing1     26356
## Rab22a                 Rab22a     19334
## Msi2                     Msi2     76626
## Pdha1                   Pdha1     18597
## Gtf2b                   Gtf2b    229906
## Arfrp1                 Arfrp1     76688
## Zfp655                 Zfp655     72611
## Pwwp2a                 Pwwp2a     70802
## Snx27                   Snx27     76742
## Sdhaf1                 Sdhaf1     68332
## Ccnl1                   Ccnl1     56706
## Tmem186               Tmem186     66690
## H2-Q2                   H2-Q2     15013
## Tstd2                   Tstd2    272027
## Dcxr                     Dcxr     67880
## Gga3                     Gga3    260302
## Uri1                     Uri1     19777
## Tmem214               Tmem214     68796
## Kat6b                   Kat6b     54169
## Rtf1                     Rtf1     76246
## Dapp1                   Dapp1     26377
## Atp6ap2               Atp6ap2     70495
## Lrch1                   Lrch1    380916
## Mak16                   Mak16     67920
## Acap1                   Acap1    216859
## Anxa5                   Anxa5     11747
## Tep1                     Tep1     21745
## Lgals8                 Lgals8     56048
## Pde6d                   Pde6d     18582
## Tprgl                   Tprgl     67808
## Pdcd4                   Pdcd4     18569
## Ifi204                 Ifi204     15951
## Bdp1                     Bdp1    544971
## Pias2                   Pias2     17344
## Dnajb11               Dnajb11     67838
## Bcl9                     Bcl9     77578
## Tmub2                   Tmub2     72053
## Atxn2l                 Atxn2l    233871
## Etnk1                   Etnk1     75320
## Pign                     Pign     27392
## Cdkn2aip             Cdkn2aip     70925
## Ttc14                   Ttc14     67120
## Eid1                     Eid1     58521
## Ago1                     Ago1    236511
## 5430416N02Rik   5430416N02Rik 100503199
## Nufip2                 Nufip2     68564
## Rnf25                   Rnf25     57751
## Tnpo2                   Tnpo2    212999
## Ankrd13c             Ankrd13c    433667
## Cd81                     Cd81     12520
## Tmem203               Tmem203    227615
## Zfp64                   Zfp64     22722
## Hps4                     Hps4    192232
## Lrpap1                 Lrpap1     16976
## Scfd1                   Scfd1     76983
## H13                       H13     14950
## Tiprl                   Tiprl    226591
## Atad2b                 Atad2b    320817
## Ints3                   Ints3    229543
## Slc25a20             Slc25a20     57279
## Sp1                       Sp1     20683
## Ptgr2                   Ptgr2     77219
## Vps36                   Vps36     70160
## Brf2                     Brf2     66653
## Zyg11b                 Zyg11b    414872
## Sirt1                   Sirt1     93759
## Gba2                     Gba2    230101
## Mocs3                   Mocs3     69372
## Hcfc2                   Hcfc2     67933
## Jrkl                     Jrkl     77532
## Zfp664                 Zfp664    269704
## Stim1                   Stim1     20866
## Izumo1r               Izumo1r     64931
## Trappc11             Trappc11    320714
## Poglut1               Poglut1    224143
## Mdp1                     Mdp1     67881
## Wac                       Wac    225131
## Tcf20                   Tcf20     21411
## Cbfb                     Cbfb     12400
## Ccng2                   Ccng2     12452
## Trim33                 Trim33     94093
## B9d2                     B9d2    232987
## Top3a                   Top3a     21975
## Arfgef2               Arfgef2     99371
## Oraov1                 Oraov1      <NA>
## Farsb                   Farsb     23874
## Gbas                     Gbas      <NA>
## Nck1                     Nck1     17973
## Phf23                   Phf23     78246
## Crebzf                 Crebzf    233490
## Zfp821                 Zfp821     75871
## Gprasp1               Gprasp1     67298
## Rundc1                 Rundc1    217201
## Dhx36                   Dhx36     72162
## Plac8                   Plac8    231507
## Slc11a2               Slc11a2     18174
## Ube2b                   Ube2b     22210
## Trappc8               Trappc8     75964
## Adprm                   Adprm     66358
## Zfp282                 Zfp282    101095
## Brat1                   Brat1    231841
## Sin3b                   Sin3b     20467
## Ncoa1                   Ncoa1     17977
## Jmjd6                   Jmjd6    107817
## Fgfr1op2             Fgfr1op2     67529
## Rpap2                   Rpap2    231571
## Spry2                   Spry2     24064
## Sarnp                   Sarnp     66118
## Rnf14                   Rnf14     56736
## Lrch4                   Lrch4    231798
## Arf1                     Arf1     11840
## Psmb10                 Psmb10     19171
## Tbc1d1                 Tbc1d1     57915
## H2-K1                   H2-K1     14972
## Atf7ip                 Atf7ip     54343
## Iffo1                   Iffo1    320678
## Rragc                   Rragc     54170
## Akr1b10               Akr1b10     67861
## Dhx33                   Dhx33    216877
## Tmem184c             Tmem184c    234463
## Creb3                   Creb3     12913
## Vcpip1                 Vcpip1     70675
## Cipc                     Cipc    217732
## Srsf5                   Srsf5     20384
## Cul4b                   Cul4b     72584
## Phrf1                   Phrf1    101471
## Chsy1                   Chsy1    269941
## Gpatch2               Gpatch2     67769
## Capzb                   Capzb     12345
## Ufd1l                   Ufd1l      <NA>
## Tbc1d10a             Tbc1d10a    103724
## Scnm1                   Scnm1     69269
## Pank2                   Pank2     74450
## Dcp1a                   Dcp1a     75901
## Wbp1l                   Wbp1l    226178
## Mob3a                   Mob3a    208228
## Anapc4                 Anapc4     52206
## Sec24c                 Sec24c    218811
## Zfp830                 Zfp830     66983
## Med26                   Med26     70625
## Ier3ip1               Ier3ip1     66191
## Ankrd44               Ankrd44    329154
## Pex11b                 Pex11b     18632
## Dtd1                     Dtd1     66044
## 2010111I01Rik   2010111I01Rik      <NA>
## Rnf130                 Rnf130     59044
## Sphk2                   Sphk2     56632
## Mina                     Mina      <NA>
## Gba                       Gba     14466
## Lxn                       Lxn     17035
## Tmem185b             Tmem185b    226351
## Tor2a                   Tor2a     30933
## Ralgps2               Ralgps2     78255
## Ddx54                   Ddx54     71990
## Bbc3                     Bbc3    170770
## Ormdl1                 Ormdl1    227102
## Pfdn2                   Pfdn2     18637
## Ppp1r15b             Ppp1r15b    108954
## Dda1                     Dda1     66498
## Rnf138                 Rnf138     56515
## Pskh1                   Pskh1    244631
## Evi2b                   Evi2b    216984
## Capza1                 Capza1     12340
## Nrbf2                   Nrbf2    641340
## Fancm                   Fancm    104806
## Spop                     Spop     20747
## Rnf121                 Rnf121     75212
## Pygb                     Pygb    110078
## Atxn10                 Atxn10     54138
## Prr14l                 Prr14l    215476
## Hps3                     Hps3     12807
## Wdr33                   Wdr33     74320
## Ppfia1                 Ppfia1    233977
## Arl2bp                 Arl2bp    107566
## Tmem223               Tmem223     66836
## Cdhr2                   Cdhr2    268663
## Pgm1                     Pgm1     72157
## Cacul1                 Cacul1     78832
## Fip1l1                 Fip1l1     66899
## Pla2g12a             Pla2g12a     66350
## Arfgap1               Arfgap1    228998
## Hltf                     Hltf     20585
## Stk11ip               Stk11ip     71728
## Ppil3                   Ppil3     70225
## Tfip11                 Tfip11     54723
## Mex3a                   Mex3a     72640
## Rreb1                   Rreb1     68750
## Atrx                     Atrx     22589
## Rab5c                   Rab5c     19345
## Dnajc10               Dnajc10     66861
## Ankmy2                 Ankmy2    217473
## Acox3                   Acox3     80911
## Gabpa                   Gabpa     14390
## Stat5a                 Stat5a     20850
## Rftn2                   Rftn2     74013
## Zfp787                 Zfp787     67109
## Eri3                     Eri3    140546
## Trmt5                   Trmt5     76357
## Nfu1                     Nfu1     56748
## Prkx                     Prkx     19108
## Fbxo6                   Fbxo6     50762
## Armc10                 Armc10     67211
## Cited2                 Cited2     17684
## Necap1                 Necap1     67602
## E330009J07Rik   E330009J07Rik      <NA>
## Gpatch2l             Gpatch2l     70373
## Zbtb11                 Zbtb11    271377
## Edrf1                   Edrf1    214764
## Zfp143                 Zfp143     20841
## Trim32                 Trim32     69807
## Wdr20                   Wdr20     69641
## Naa35                   Naa35     78689
## Rab8a                   Rab8a     17274
## Fam45a                 Fam45a      <NA>
## Nek9                     Nek9    217718
## Atp10d                 Atp10d    231287
## Phtf2                   Phtf2     68770
## Cpne1                   Cpne1    266692
## Erbb2ip               Erbb2ip      <NA>
## Chmp2b                 Chmp2b     68942
## Prpsap2               Prpsap2    212627
## Pum2                     Pum2     80913
## Cdk5rap2             Cdk5rap2    214444
## Gak                       Gak    231580
## Zbtb7a                 Zbtb7a     16969
## Ranbp9                 Ranbp9     56705
## Mpp1                     Mpp1     17524
## Vti1b                   Vti1b     53612
## Ppm1d                   Ppm1d     53892
## Pnpla8                 Pnpla8     67452
## Ndufb2                 Ndufb2     68198
## Gnl3l                   Gnl3l    237107
## Lamtor2               Lamtor2     83409
## Phf20l1               Phf20l1    239510
## Madd                     Madd    228355
## Atp5sl                 Atp5sl      <NA>
## Gys1                     Gys1     14936
## Gsap                     Gsap    212167
## Cflar                   Cflar     12633
## Gas2l3                 Gas2l3    237436
## Nr2c2                   Nr2c2     22026
## Zfp956                 Zfp956    101197
## Rprd2                   Rprd2     75137
## Arf6                     Arf6     11845
## Cnpy4                   Cnpy4     66455
## Fermt3                 Fermt3    108101
## Fam179b               Fam179b      <NA>
## Tns3                     Tns3    319939
## Zfp260                 Zfp260     26466
## Fbxw5                   Fbxw5     30839
## Trappc5               Trappc5     66682
## Galnt12               Galnt12    230145
## Ythdf2                 Ythdf2    213541
## Ppp1r10               Ppp1r10     52040
## Gtf2e1                 Gtf2e1     74197
## Gtf2i                   Gtf2i     14886
## Eif4g3                 Eif4g3    230861
## Cr1l                     Cr1l     12946
## Dctn3                   Dctn3     53598
## Fam172a               Fam172a     68675
## Cpsf3                   Cpsf3     54451
## Por                       Por     18984
## Ngrn                     Ngrn     83485
## Xrcc1                   Xrcc1     22594
## 2210018M11Rik   2210018M11Rik      <NA>
## Snrnp35               Snrnp35     76167
## Ddx24                   Ddx24     27225
## Hif1an                 Hif1an    319594
## Pip5k1a               Pip5k1a     18720
## Snd1                     Snd1     56463
## Klc2                     Klc2     16594
## Ep400                   Ep400     75560
## Zdhhc24               Zdhhc24     70605
## Mrpl10                 Mrpl10    107732
## Zfp553                 Zfp553    233887
## Tpr                       Tpr    108989
## 2310047M10Rik   2310047M10Rik      <NA>
## Trappc12             Trappc12    217449
## Gfm2                     Gfm2    320806
## Ss18                     Ss18    268996
## Gsdmd                   Gsdmd     69146
## Sptlc1                 Sptlc1    268656
## Ufl1                     Ufl1     67490
## Gimap6                 Gimap6    231931
## Dyrk1b                 Dyrk1b     13549
## Cc2d1a                 Cc2d1a    212139
## Orai3                   Orai3    269999
## Ndufa3                 Ndufa3     66091
## Pigs                     Pigs    276846
## Fam132a               Fam132a      <NA>
## Cmtm7                   Cmtm7    102545
## Dmtf1                   Dmtf1     23857
## Ints6                   Ints6     18130
## Dgcr2                   Dgcr2     13356
## Ppp2r2a               Ppp2r2a     71978
## Tbc1d23               Tbc1d23     67581
## Tnks                     Tnks     21951
## Sec24b                 Sec24b     99683
## Tshz1                   Tshz1    110796
## Tmx3                     Tmx3     67988
## Orc4                     Orc4     26428
## Etv3                     Etv3     27049
## Atxn7                   Atxn7    246103
## Mynn                     Mynn     80732
## Atp9b                   Atp9b     50771
## Cdkn1b                 Cdkn1b     12576
## Rbmx                     Rbmx     19655
## Polb                     Polb     18970
## Hdac2                   Hdac2     15182
## Szrd1                   Szrd1    213491
## Ikbkap                 Ikbkap      <NA>
## Zc3h7b                 Zc3h7b     20286
## Fam198a               Fam198a      <NA>
## Tm9sf4                 Tm9sf4     99237
## Fxr2                     Fxr2     23879
## Mpv17                   Mpv17     17527
## Gdi1                     Gdi1     14567
## Mgrn1                   Mgrn1     17237
## Ciao1                   Ciao1     26371
## Csf2ra                 Csf2ra     12982
## Kctd3                   Kctd3    226823
## AW549877             AW549877      <NA>
## Kbtbd4                 Kbtbd4     67136
## Sepp1                   Sepp1      <NA>
## Agpat3                 Agpat3     28169
## Phospho2             Phospho2     73373
## Stoml1                 Stoml1     69106
## Pi4ka                   Pi4ka    224020
## Sec62                   Sec62     69276
## Aktip                   Aktip     14339
## Itm2c                   Itm2c     64294
## Marf1                   Marf1    223989
## Abhd8                   Abhd8     64296
## Fam189b               Fam189b     68521
## Idnk                     Idnk     75731
## Pld4                     Pld4    104759
## Mnt                       Mnt     17428
## Yme1l1                 Yme1l1     27377
## Slc25a12             Slc25a12     78830
## Ezh2                     Ezh2     14056
## AI846148             AI846148      <NA>
## Fbxl20                 Fbxl20     72194
## Zfp191                 Zfp191      <NA>
## Usp9x                   Usp9x     22284
## Ggps1                   Ggps1     14593
## Tti2                     Tti2    234138
## Pxk                       Pxk    218699
## Ift52                   Ift52    245866
## Fam13b                 Fam13b    225358
## C2cd3                   C2cd3    277939
## Nub1                     Nub1     53312
## Slc4a2                 Slc4a2     20535
## Gpr137                 Gpr137    107173
## Wrnip1                 Wrnip1     78903
## Strada                 Strada     72149
## Tcf25                   Tcf25     66855
## Zfp810                 Zfp810    235050
## Ep300                   Ep300    328572
## Rcn2                     Rcn2     26611
## Lemd3                   Lemd3    380664
## Dicer1                 Dicer1    192119
## Ntan1                   Ntan1     18203
## Bcor                     Bcor     71458
## Atxn3                   Atxn3    110616
## C920025E04Rik   C920025E04Rik      <NA>
## Zfp407                 Zfp407    240476
## Rdh14                   Rdh14    105014
## 2310045N01Rik   2310045N01Rik      <NA>
## Mettl10               Mettl10      <NA>
## Limk2                   Limk2     16886
## Atp11c                 Atp11c    320940
## Pum1                     Pum1     80912
## Zfp12                   Zfp12    231866
## Avl9                     Avl9     78937
## Gmfb                     Gmfb     63985
## Zfp217                 Zfp217    228913
## Dnajb9                 Dnajb9     27362
## Zbtb33                 Zbtb33     56805
## Arhgef18             Arhgef18    102098
## Zbtb2                   Zbtb2    381990
## Mon2                     Mon2     67074
## Was                       Was     22376
## Golgb1                 Golgb1    224139
## L3mbtl3               L3mbtl3    237339
## Peli1                   Peli1     67245
## Yif1a                   Yif1a     68090
## Cnnm3                   Cnnm3     94218
## Zfp961                 Zfp961    234413
## Zdhhc21               Zdhhc21     68268
## Tnfaip8l2           Tnfaip8l2     69769
## Epc2                     Epc2    227867
## Bcat1                   Bcat1     12035
## Gne                       Gne     50798
## Ssh3                     Ssh3    245857
## Cbll1                   Cbll1    104836
## Spty2d1               Spty2d1    101685
## Pbrm1                   Pbrm1     66923
## Parp8                   Parp8     52552
## Npc2                     Npc2     67963
## Trappc3               Trappc3     27096
## Commd8                 Commd8     27784
## Zfp212                 Zfp212    232784
## Marc2                   Marc2      <NA>
## Ift22                   Ift22     67286
## Orai1                   Orai1    109305
## Bcl2l2                 Bcl2l2     12050
## Zc3h14                 Zc3h14     75553
## Prex1                   Prex1    277360
## Adck4                   Adck4      <NA>
## Zfp935                 Zfp935     71508
## Trim21                 Trim21     20821
## 2610507B11Rik   2610507B11Rik     72503
## Stard3                 Stard3     59045
## Golga2                 Golga2     99412
## Sox12                   Sox12     20667
## Slc25a46             Slc25a46     67453
## Ccdc32                 Ccdc32    269336
## S100a11               S100a11     20195
## Tet3                     Tet3    194388
## Senp7                   Senp7     66315
## Gpbp1l1               Gpbp1l1     77110
## Bcar3                   Bcar3     29815
## Slc16a5               Slc16a5    217316
## Slc7a6os             Slc7a6os     66432
## Pddc1                   Pddc1      <NA>
## Mbtd1                   Mbtd1    103537
## A430078G23Rik   A430078G23Rik      <NA>
## Fra10ac1             Fra10ac1     70567
## Gigyf1                 Gigyf1     57330
## H2-Q5                   H2-Q5     15016
## Csnk2a1               Csnk2a1     12995
## Mterf3                 Mterf3     66410
## Ppcs                     Ppcs    106564
## Snapc3                 Snapc3     77634
## Ankhd1                 Ankhd1    108857
## Man1a2                 Man1a2     17156
## Usp47                   Usp47     74996
## Rufy3                   Rufy3     52822
## S100a10               S100a10     20194
## Tor3a                   Tor3a     30935
## Rsbn1                   Rsbn1    229675
## Rft1                     Rft1    328370
## Creb1                   Creb1     12912
## Cep120                 Cep120    225523
## 1500011K16Rik   1500011K16Rik      <NA>
## Cnot8                   Cnot8     69125
## Zbtb6                   Zbtb6    241322
## Helz2                   Helz2    229003
## Mob1a                   Mob1a    232157
## Flad1                   Flad1    319945
## 1810022K09Rik   1810022K09Rik      <NA>
## Pigv                     Pigv    230801
## Tspyl2                 Tspyl2     52808
## Gbp2b                   Gbp2b     14468
## Zfp146                 Zfp146     26465
## Sprtn                   Sprtn    244666
## Cyld                     Cyld     74256
## Lrrc14                 Lrrc14    223664
## Natd1                   Natd1     24083
## Pdcl                     Pdcl     67466
## Lpgat1                 Lpgat1    226856
## Arhgap18             Arhgap18     73910
## Sh3pxd2a             Sh3pxd2a     14218
## Dbt                       Dbt     13171
## Il2rg                   Il2rg     16186
## Uap1l1                 Uap1l1    227620
## Wbp4                     Wbp4     22380
## Mfap3                   Mfap3    216760
## Pak2                     Pak2    224105
## Gtf3c1                 Gtf3c1    233863
## Surf6                   Surf6     20935
## Rnf40                   Rnf40    233900
## Zfp87                   Zfp87    170763
## Rbm18                   Rbm18     67889
## Rbbp6                   Rbbp6     19647
## Esco1                   Esco1     77805
## Tmem5                   Tmem5      <NA>
## Coro1b                 Coro1b     23789
## Map2k7                 Map2k7     26400
## Bet1                     Bet1     12068
## Akap11                 Akap11    219181
## Scaf1                   Scaf1    233208
## Gnaq                     Gnaq     14682
## Rab43                   Rab43     69834
## Aldh1b1               Aldh1b1     72535
## Ankrd63               Ankrd63    383787
## Pxn                       Pxn     19303
## Gosr2                   Gosr2     56494
## Fyttd1                 Fyttd1     69823
## Rcn1                     Rcn1     19672
## Ube2d3                 Ube2d3     66105
## Taz                       Taz      <NA>
## Mat2b                   Mat2b    108645
## Uhmk1                   Uhmk1     16589
## Fam193a               Fam193a    231128
## Rras2                   Rras2     66922
## Pomgnt1               Pomgnt1     68273
## Gatad2b               Gatad2b    229542
## Asxl2                   Asxl2     75302
## Golga5                 Golga5     27277
## Vamp4                   Vamp4     53330
## Angel2                 Angel2     52477
## Jund                     Jund     16478
## Pygl                     Pygl    110095
## Zfp236                 Zfp236    329002
## Trp53bp2             Trp53bp2    209456
## Rnf215                 Rnf215     71673
## Rnf34                   Rnf34     80751
## Tmsb15b1             Tmsb15b1    666244
## Rchy1                   Rchy1     68098
## Tgfbr1                 Tgfbr1     21812
## Pex14                   Pex14     56273
## Ndst1                   Ndst1     15531
## Ctps2                   Ctps2     55936
## Rgs19                   Rgs19     56470
## Mfge8                   Mfge8     17304
## Asb2                     Asb2     65256
## Cdc42se1             Cdc42se1     57912
## Faim                     Faim     23873
## Rexo4                   Rexo4    227656
## Vta1                     Vta1     66201
## Gtpbp6                 Gtpbp6    107999
## Ugdh                     Ugdh     22235
## Zmym5                   Zmym5    219105
## Nmi                       Nmi     64685
## Ikbkg                   Ikbkg     16151
## Kdm4b                   Kdm4b    193796
## Kctd10                 Kctd10    330171
## Clip1                   Clip1     56430
## Ndnl2                   Ndnl2      <NA>
## Scimp                   Scimp    327957
## Ankib1                 Ankib1     70797
## Atp6v1g1             Atp6v1g1     66290
## Zkscan3               Zkscan3     72739
## Ctdnep1               Ctdnep1     67181
## Dip2b                   Dip2b    239667
## Brd1                     Brd1    223770
## Dis3l2                 Dis3l2    208718
## Pias3                   Pias3    229615
## H2-Q8                   H2-Q8     15019
## Ube2q1                 Ube2q1     70093
## 1810043H04Rik   1810043H04Rik      <NA>
## Gpsm1                   Gpsm1     67839
## Bccip                   Bccip     66165
## Use1                     Use1     67023
## Ubn1                     Ubn1    170644
## Selt                     Selt      <NA>
## Rlf                       Rlf    109263
## Rsf1                     Rsf1    233532
## Vwa8                     Vwa8    219189
## Rnpepl1               Rnpepl1    108657
## Zfp397                 Zfp397     69256
## Smarcad1             Smarcad1     13990
## Hexa                     Hexa     15211
## Rnf216                 Rnf216    108086
## Hmg20a                 Hmg20a     66867
## Obfc1                   Obfc1      <NA>
## Hibch                   Hibch    227095
## Lats1                   Lats1     16798
## Nudt16                 Nudt16     75686
## Sgpl1                   Sgpl1     20397
## Mdm1                     Mdm1     17245
## Mta1                     Mta1    116870
## Cyhr1                   Cyhr1     54151
## H2-D1                   H2-D1     14964
## Map3k5                 Map3k5     26408
## Inppl1                 Inppl1     16332
## Taf1a                   Taf1a     21339
## Mir5133               Mir5133 100628602
## Mecp2                   Mecp2     17257
## Tmem87a               Tmem87a    211499
## Ccdc50                 Ccdc50     67501
## Trim14                 Trim14     74735
## Tspan31               Tspan31     67125
## Reps1                   Reps1     19707
## Pls3                     Pls3    102866
## Dennd1b               Dennd1b    329260
## Klhl17                 Klhl17    231003
## Vps53                   Vps53     68299
## Smo                       Smo    319757
## Hopx                     Hopx     74318
## Toporsos             Toporsos      <NA>
## Mterf2                 Mterf2     74238
## Lrmp                     Lrmp      <NA>
## Bod1l                   Bod1l    665775
## Pigm                     Pigm     67556
## Aftph                   Aftph    216549
## Scyl3                   Scyl3    240880
## Otud4                   Otud4     73945
## BC005537             BC005537     79555
## Pggt1b                 Pggt1b    225467
## Gcc2                     Gcc2     70297
## Tra2a                   Tra2a    101214
## Uck1                     Uck1     22245
## Sp110                   Sp110    109032
## Slc50a1               Slc50a1     19729
## Exosc3                 Exosc3     66362
## Churc1                 Churc1    211151
## Setd1b                 Setd1b    208043
## Supt6                   Supt6     20926
## Flii                     Flii     14248
## Kansl3                 Kansl3    226976
## Rbm26                   Rbm26     74213
## Trpc4ap               Trpc4ap     56407
## Zranb1                 Zranb1    360216
## Rock1                   Rock1     19877
## Snx6                     Snx6     72183
## Zbtb8os               Zbtb8os     67106
## Sae1                     Sae1     56459
## Rapgef5               Rapgef5    217944
## Chic2                   Chic2     74277
## 9930021J03Rik   9930021J03Rik    240613
## Zfp654                 Zfp654     72020
## Nfe2l1                 Nfe2l1     18023
## Chchd7                 Chchd7     66433
## Rnf135                 Rnf135     71956
## H2-Q10                 H2-Q10     15007
## Eps15l1               Eps15l1     13859
## Tcf7                     Tcf7     21414
## Zfp777                 Zfp777     72306
## Atp6v1d               Atp6v1d     73834
## Actr5                   Actr5    109275
## Galnt7                 Galnt7    108150
## Pitpnm2               Pitpnm2     19679
## Llgl1                   Llgl1     16897
## Ubxn7                   Ubxn7    224111
## Patz1                   Patz1     56218
## Pecam1                 Pecam1     18613
## Pik3r6                 Pik3r6    104709
## Ammecr1l             Ammecr1l    225339
## Dhx8                     Dhx8    217207
## Fam216a               Fam216a     68948
## Phf3                     Phf3    213109
## Naa30                   Naa30     70646
## Zfp69                   Zfp69    381549
## Pvt1                     Pvt1     19296
## Kdm3a                   Kdm3a    104263
## Mien1                   Mien1    103742
## Fnbp1                   Fnbp1     14269
## Tctex1d2             Tctex1d2      <NA>
## Usp34                   Usp34     17847
## Itfg1                   Itfg1     71927
## 1600014C10Rik   1600014C10Rik     72244
## Repin1                 Repin1     58887
## Apc                       Apc     11789
## Hes5                     Hes5     15208
## H2-Q7                   H2-Q7     15018
## Nfkb2                   Nfkb2     18034
## Irf2bp1               Irf2bp1    272359
## Zbed3                   Zbed3     72114
## Crebbp                 Crebbp     12914
## Lgr5                     Lgr5     14160
## Alkbh6                 Alkbh6    233065
## Litaf                   Litaf     56722
## Zmynd11               Zmynd11     66505
## Tmem50b               Tmem50b     77975
## Dcaf7                   Dcaf7     71833
## Lrp6                     Lrp6     16974
## Uspl1                   Uspl1    231915
## Zeb2                     Zeb2     24136
## Atg12                   Atg12     67526
## Fbxo38                 Fbxo38    107035
## Zfx                       Zfx     22764
## Slc37a2               Slc37a2     56857
## Zzef1                   Zzef1    195018
## Cpsf7                   Cpsf7    269061
## Clcn4-2               Clcn4-2      <NA>
## Tnfrsf26             Tnfrsf26    244237
## Gbp2                     Gbp2     14469
## Rgs2                     Rgs2     19735
## Cd244                   Cd244      <NA>
## Psrc1                   Psrc1     56742
## Zfp868                 Zfp868    234362
## Ywhag                   Ywhag     22628
## Ly9                       Ly9     17085
## Dnajc14               Dnajc14     74330
## Cxcr5                   Cxcr5     12145
## Sfswap                 Sfswap    231769
## Terf2                   Terf2     21750
## Arhgap10             Arhgap10     78514
## Cd69                     Cd69     12515
## Sirt7                   Sirt7    209011
## Edc4                     Edc4    234699
## Tpp2                     Tpp2     22019
## Yeats2                 Yeats2    208146
## Tmed5                   Tmed5     73130
## Fam160b2             Fam160b2      <NA>
## Rmnd1                   Rmnd1     66084
## Ube3a                   Ube3a     22215
## Hivep3                 Hivep3     16656
## Zkscan14             Zkscan14     67235
## Shprh                   Shprh    268281
## Fbxw11                 Fbxw11    103583
## Pisd                     Pisd    320951
## Smarca5               Smarca5     93762
## Chchd5                 Chchd5     66170
## Armc5                   Armc5    233912
## Mark4                   Mark4    232944
## Tnrc6a                 Tnrc6a    233833
## Usp48                   Usp48    170707
## Ktn1                     Ktn1     16709
## Zap70                   Zap70     22637
## Ccnt2                   Ccnt2     72949
## Pcyox1                 Pcyox1     66881
## Irs2                     Irs2    384783
## Exoc2                   Exoc2     66482
## Stx6                     Stx6     58244
## Slc30a5               Slc30a5     69048
## Ddx46                   Ddx46    212880
## Exoc3                   Exoc3    211446
## Rap2b                   Rap2b     74012
## Tapbpl                 Tapbpl    213233
## 0610030E20Rik   0610030E20Rik     68364
## Tug1                     Tug1    544752
## Cant1                   Cant1     76025
## Ceacam1               Ceacam1     26365
## Ptpn6                   Ptpn6     15170
## Btbd10                 Btbd10     68815
## Celsr1                 Celsr1     12614
## Syne3                   Syne3    212073
## Zc3h11a               Zc3h11a     70579
## Dlgap4                 Dlgap4    228836
## Bcl2l12               Bcl2l12     75736
## Chd7                     Chd7    320790
## Tspyl1                 Tspyl1     22110
## Ddx47                   Ddx47     67755
## Chtop                   Chtop     66511
## Mdn1                     Mdn1    100019
## B3glct                 B3glct    381694
## Shisa5                 Shisa5     66940
## Golga3                 Golga3    269682
## Ulk2                     Ulk2     29869
## Rnf38                   Rnf38     73469
## Ttc3                     Ttc3     22129
## Cdc25b                 Cdc25b     12531
## Fam35a                 Fam35a      <NA>
## Tmem168               Tmem168    101118
## Hnrnpdl               Hnrnpdl     50926
## Arl6ip1               Arl6ip1     54208
## Lnx2                     Lnx2    140887
## Zmym2                   Zmym2     76007
## Dnajc5                 Dnajc5     13002
## Fzd6                     Fzd6     14368
## Vimp                     Vimp      <NA>
## Gm16973               Gm16973 100503823
## Szt2                     Szt2    230676
## Maml3                   Maml3    433586
## Bcl7b                   Bcl7b     12054
## Ubr1                     Ubr1     22222
## Pou2f1                 Pou2f1     18986
## Slc4a7                 Slc4a7    218756
## Ttc33                   Ttc33     67515
## Zfp148                 Zfp148     22661
## Casp6                   Casp6     12368
## Irak3                   Irak3     73914
## Sh2d5                   Sh2d5    230863
## Tmed7                   Tmed7     66676
## Ccdc88b               Ccdc88b     78317
## Btk                       Btk     12229
## Unk                       Unk    217331
## Gm8909                 Gm8909    667977
## Edem1                   Edem1    192193
## Rsrc2                   Rsrc2    208606
## Fbxl8                   Fbxl8     50788
## Zfp507                 Zfp507    668501
## Gas8                     Gas8    104346
## Mnd1                     Mnd1     76915
## Araf                     Araf     11836
## Ric1                     Ric1    226089
## Stag2                   Stag2     20843
## Pde9a                   Pde9a     18585
## Plekhg2               Plekhg2    101497
## Tmem230               Tmem230     70612
## Ankrd17               Ankrd17     81702
## Zscan25               Zscan25    666311
## Sike1                   Sike1     66641
## Serpinb1a           Serpinb1a     66222
## Prep                     Prep     19072
## Il12a                   Il12a     16159
## Txnrd1                 Txnrd1     50493
## Foxj3                   Foxj3    230700
## Mr1                       Mr1     15064
## Mxd4                     Mxd4     17122
## Col27a1               Col27a1    373864
## Smim19                 Smim19    102032
## Dars                     Dars    226414
## Tbl1x                   Tbl1x     21372
## Serpina3f           Serpina3f    238393
## Lin52                   Lin52    217708
## Mtmr1                   Mtmr1     53332
## Ppid                     Ppid     67738
## Anks3                   Anks3     72615
## Chtf8                   Chtf8    214987
## Nipal3                 Nipal3     74552
## Zfp281                 Zfp281    226442
## Tmem255a             Tmem255a    245386
## Cecr2                   Cecr2    330409
## Dlx1                     Dlx1     13390
## Znrf1                   Znrf1    170737
## Impa1                   Impa1     55980
## Dnajb5                 Dnajb5     56323
## Phf21a                 Phf21a    192285
## Pramef8               Pramef8      <NA>
## Chpf2                   Chpf2    100910
## Urb2                     Urb2    382038
## Arl11                   Arl11    219144
## Tmem180               Tmem180      <NA>
## Crkl                     Crkl     12929
## Rbl2                     Rbl2     19651
## Smcr8                   Smcr8    237782
## Zbtb17                 Zbtb17     22642
## Trak1                   Trak1     67095
## Pank4                   Pank4    269614
## Rnf167                 Rnf167     70510
## Stat3                   Stat3     20848
## Mafk                     Mafk     17135
## Clec2i                 Clec2i     93675
## Celf2                   Celf2     14007
## Mcm3ap                 Mcm3ap     54387
## Ppp6r1                 Ppp6r1    243819
## Sec11c                 Sec11c     66286
## Helz                     Helz     78455
## Zfp869                 Zfp869     66869
## Ano10                   Ano10    102566
## Slc38a1               Slc38a1    105727
## Amotl1                 Amotl1     75723
## Apaf1                   Apaf1     11783
## Mylip                   Mylip    218203
## Esrra                   Esrra     26379
## Kmt2b                   Kmt2b     75410
## Mia3                     Mia3    338366
## Manea                   Manea    242362
## Sh2d2a                 Sh2d2a     27371
## Lrrc8d                 Lrrc8d    231549
## Tbk1                     Tbk1     56480
## Itch                     Itch     16396
## Heg1                     Heg1     77446
## Ndfip2                 Ndfip2     76273
## Cyp4f18               Cyp4f18     72054
## Ogfrl1                 Ogfrl1     70155
## Slc38a10             Slc38a10     72055
## Alg2                     Alg2     56737
## Rab2b                   Rab2b     76338
## Huwe1                   Huwe1     59026
## Pan3                     Pan3     72587
## Zcchc2                 Zcchc2    227449
## Zfp638                 Zfp638     18139
## Stap1                   Stap1     56792
## Ankrd28               Ankrd28    105522
## Cstf1                   Cstf1     67337
## Arid2                   Arid2     77044
## Pink1                   Pink1     68943
## Sharpin               Sharpin    106025
## Zbtb24                 Zbtb24    268294
## Fnbp4                   Fnbp4     55935
## Ppp3ca                 Ppp3ca     19055
## Atp10a                 Atp10a     11982
## Rfk                       Rfk     54391
## Vps39                   Vps39    269338
## Rnf44                   Rnf44    105239
## Pik3c2a               Pik3c2a     18704
## Mkl1                     Mkl1      <NA>
## Mex3c                   Mex3c    240396
## Sept1                   Sept1      <NA>
## Ino80                   Ino80     68142
## Fam32a                 Fam32a     67922
## Mylpf                   Mylpf     17907
## Amz2                     Amz2     13929
## Jkamp                   Jkamp    104771
## Cdipt                   Cdipt     52858
## Hook1                   Hook1     77963
## Dclk2                   Dclk2     70762
## Zfp518a               Zfp518a     72672
## Tspyl3                 Tspyl3    241732
## Iqcb1                   Iqcb1    320299
## Setd5                   Setd5     72895
## Herc2                   Herc2     15204
## Lzic                     Lzic     69151
## 1300002E11Rik   1300002E11Rik 100043489
## Sh3bp2                 Sh3bp2     24055
## Rad52                   Rad52     19365
## Gnai3                   Gnai3     14679
## Kdm1a                   Kdm1a     99982
## Aldh3a2               Aldh3a2     11671
## Zfp715                 Zfp715     69930
## Stat2                   Stat2     20847
## Tm2d1                   Tm2d1     94043
## Zfp110                 Zfp110     65020
## Prr14                   Prr14    233895
## Zfp319                 Zfp319     79233
## Ubr3                     Ubr3     68795
## Rfx5                     Rfx5     53970
## Mageh1                 Mageh1     75625
## Gzf1                     Gzf1     74533
## Ddx42                   Ddx42     72047
## Rapgef4               Rapgef4     56508
## Csnk1d                 Csnk1d    104318
## Rnf146                 Rnf146     68031
## Taok2                   Taok2    381921
## Abl1                     Abl1     11350
## Mapk1ip1             Mapk1ip1     69546
## Fes                       Fes     14159
## Kbtbd2                 Kbtbd2    210973
## Dnajc30               Dnajc30     66114
## Zfp358                 Zfp358    140482
## Tradd                   Tradd     71609
## Fam136a               Fam136a     66488
## Usp38                   Usp38     74841
## Ttf1                     Ttf1     22130
## Tnrc6c                 Tnrc6c    217351
## 2610008E11Rik   2610008E11Rik     72128
## Wdr11                   Wdr11    207425
## Xpr1                     Xpr1     19775
## Dennd4b               Dennd4b    229541
## Arnt                     Arnt     11863
## R3hdm2                 R3hdm2     71750
## Gls                       Gls     14660
## Cep170                 Cep170    545389
## Gmcl1                   Gmcl1     23885
## Irf3                     Irf3     54131
## Pik3ca                 Pik3ca     18706
## Med1                     Med1     19014
## 1600002K03Rik   1600002K03Rik      <NA>
## Cdc73                   Cdc73    214498
## Acap2                   Acap2     78618
## Ginm1                   Ginm1    215751
## Gm11974               Gm11974      <NA>
## AU040320             AU040320    100317
## Mgat2                   Mgat2    217664
## Zdhhc17               Zdhhc17    320150
## Ganab                   Ganab     14376
## Adss                     Adss     11566
## Gramd1a               Gramd1a     52857
## Tmem127               Tmem127     69470
## Prickle3             Prickle3     54630
## Abhd1                   Abhd1     57742
## Itprip                 Itprip    414801
## Papd5                   Papd5      <NA>
## Zfp36l1               Zfp36l1     12192
## Rnf20                   Rnf20    109331
## Rbm12                   Rbm12     75710
## Spata5l1             Spata5l1    214616
## Gpr132                 Gpr132     56696
## Sorcs2                 Sorcs2     81840
## Zdhhc20               Zdhhc20     75965
## Ccdc91                 Ccdc91     67015
## Trit1                   Trit1     66966
## Dnmt3a                 Dnmt3a     13435
## Atxn7l3b             Atxn7l3b    382423
## Rapgef6               Rapgef6    192786
## Trip11                 Trip11    109181
## Sar1a                   Sar1a     20224
## Cog5                     Cog5    238123
## Eif2b2                 Eif2b2    217715
## Slc1a5                 Slc1a5     20514
## Bre                       Bre      <NA>
## Fam110a               Fam110a     73847
## Tmem18                 Tmem18    211986
## Chmp5                   Chmp5     76959
## Rnf169                 Rnf169    108937
## Cnr2                     Cnr2     12802
## Commd6                 Commd6     66200
## Lax1                     Lax1    240754
## Tia1                     Tia1     21841
## Gab2                     Gab2     14389
## Lsm10                   Lsm10    116748
## Dpp3                     Dpp3     75221
## Traf6                   Traf6     22034
## Rab5b                   Rab5b     19344
## Mbnl1                   Mbnl1     56758
## Rsbn1l                 Rsbn1l    242860
## Ap1g1                   Ap1g1     11765
## Smg6                     Smg6    103677
## Ptch1                   Ptch1     19206
## Cd180                   Cd180     17079
## Prmt10                 Prmt10      <NA>
## Copb1                   Copb1     70349
## Mtf2                     Mtf2     17765
## Dbp                       Dbp     13170
## Clptm1l               Clptm1l    218335
## Tgoln2                 Tgoln2     22135
## A630023P12Rik   A630023P12Rik    231603
## Mgat5                   Mgat5    107895
## Cpsf2                   Cpsf2     51786
## Phkb                     Phkb    102093
## Uso1                     Uso1     56041
## Eng                       Eng     13805
## Slc23a2               Slc23a2     54338
## C2cd5                   C2cd5     74741
## Vasp                     Vasp     22323
## Vps13b                 Vps13b    666173
## Rnf13                   Rnf13     24017
## Ctso                     Ctso    229445
## Osm                       Osm     18413
## Abr                       Abr    109934
## Prr12                   Prr12    233210
## Aga                       Aga     11593
## Sf3b1                   Sf3b1     81898
## Hes6                     Hes6     55927
## Sqstm1                 Sqstm1     18412
## Cyb561d1             Cyb561d1     72023
## Vps8                     Vps8    209018
## Arhgap30             Arhgap30    226652
## Cpt1a                   Cpt1a     12894
## Kdm4a                   Kdm4a    230674
## Snrnp200             Snrnp200    320632
## Ppp3cb                 Ppp3cb     19056
## Cdk12                   Cdk12     69131
## Smad2                   Smad2     17126
## Akr7a5                 Akr7a5    110198
## Zscan29               Zscan29     99334
## Ltb                       Ltb     16994
## Mbnl2                   Mbnl2    105559
## Arfgef1               Arfgef1    211673
## Ccdc125               Ccdc125     76041
## Prpf39                 Prpf39    328110
## Lipa                     Lipa     16889
## Prdm2                   Prdm2    110593
## Pogz                     Pogz    229584
## Cdc14a                 Cdc14a    229776
## Rab19                   Rab19     19331
## Os9                       Os9    216440
## Prkch                   Prkch     18755
## Dap                       Dap    223453
## Cnot7                   Cnot7     18983
## Pex5                     Pex5     19305
## Akr1b3                 Akr1b3     11677
## Fam168b               Fam168b    214469
## Lrch3                   Lrch3     70144
## Rgp1                     Rgp1    242406
## Ptpn14                 Ptpn14     19250
## Zmym4                   Zmym4     67785
## Fem1c                   Fem1c    240263
## Coa4                     Coa4     68185
## Zfp512                 Zfp512    269639
## Zswim4                 Zswim4    212168
## Armt1                   Armt1     73419
## Dcaf5                   Dcaf5    320808
## Vipas39               Vipas39    104799
## Abhd13                 Abhd13     68904
## Tpst1                   Tpst1     22021
## Cd48                     Cd48     12506
## Ube2w                   Ube2w     66799
## Mtdh                     Mtdh     67154
## H2-Q4                   H2-Q4     15015
## Rbm5                     Rbm5     83486
## Rhoh                     Rhoh     74734
## Tmem154               Tmem154    320782
## Cd2bp2                 Cd2bp2     70233
## Rock2                   Rock2     19878
## Zbp1                     Zbp1     58203
## Ythdc1                 Ythdc1    231386
## Cic                       Cic     71722
## Csnk1e                 Csnk1e     27373
## Mark2                   Mark2     13728
## Leprotl1             Leprotl1     68192
## Rnf113a2             Rnf113a2     66381
## Cog8                     Cog8     97484
## Khnyn                   Khnyn    219094
## Hsdl2                   Hsdl2     72479
## Txndc12               Txndc12     66073
## Car13                   Car13     71934
## Nr1d1                   Nr1d1    217166
## 9930111J21Rik1 9930111J21Rik1    667214
## Tmem126b             Tmem126b     68472
## Mprip                   Mprip     26936
## Ppdpf                   Ppdpf     66496
## Desi1                   Desi1     28075
## Ap2b1                   Ap2b1     71770
## Elmod3                 Elmod3    232089
## Fam134b               Fam134b      <NA>
## Fkbp15                 Fkbp15    338355
## Rltpr                   Rltpr      <NA>
## Rai14                   Rai14     75646
## Ambra1                 Ambra1    228361
## Nxpe3                   Nxpe3    385658
## Lyrm2                   Lyrm2    108755
## Rilpl2                 Rilpl2     80291
## Tnfrsf13c           Tnfrsf13c     72049
## Macf1                   Macf1     11426
## Snx4                     Snx4     69150
## Cep57l1               Cep57l1    103268
## Trem1                   Trem1     58217
## Ivd                       Ivd     56357
## Trim8                   Trim8     93679
## Trrap                   Trrap    100683
## Cdk13                   Cdk13     69562
## Fgd3                     Fgd3     30938
## Ube2h                   Ube2h     22214
## Fam208b               Fam208b      <NA>
## Strip1                 Strip1    229707
## Slamf1                 Slamf1     27218
## Hps1                     Hps1    192236
## Frmd6                   Frmd6    319710
## Tmem135               Tmem135     72759
## Vps13d                 Vps13d    230895
## Sbf2                     Sbf2    319934
## Pcm1                     Pcm1     18536
## Pigh                     Pigh    110417
## Ubqln1                 Ubqln1     56085
## Brix1                   Brix1     67832
## Anxa11                 Anxa11     11744
## Stxbp2                 Stxbp2     20911
## Anxa6                   Anxa6     11749
## AI837181             AI837181    107242
## Mapkap1               Mapkap1    227743
## Gfi1                     Gfi1     14581
## Jmjd1c                 Jmjd1c    108829
## Baz2b                   Baz2b    407823
## Hnrnph3               Hnrnph3    432467
## Pde8a                   Pde8a     18584
## Itsn2                   Itsn2     20403
## Bbx                       Bbx     70508
## Ranbp6                 Ranbp6    240614
## Btg2                     Btg2     12227
## Phlda3                 Phlda3     27280
## Calcoco1             Calcoco1     67488
## Atp6v1h               Atp6v1h    108664
## Specc1l               Specc1l     74392
## Ppp2r5c               Ppp2r5c     26931
## Fam208a               Fam208a      <NA>
## Ppil4                   Ppil4     67418
## Parp4                   Parp4    328417
## Med13                   Med13    327987
## Gm15987               Gm15987 100504591
## Srcap                   Srcap 100043597
## Gbe1                     Gbe1     74185
## Trib2                   Trib2    217410
## Sema4b                 Sema4b     20352
## Chfr                     Chfr    231600
## Agfg1                   Agfg1     15463
## Ero1lb                 Ero1lb      <NA>
## Ldoc1l                 Ldoc1l      <NA>
## Cblb                     Cblb    208650
## Gm13157               Gm13157      <NA>
## Dyrk1a                 Dyrk1a     13548
## Arl8a                   Arl8a     68724
## S100pbp               S100pbp     74648
## Plgrkt                 Plgrkt     67759
## Tulp3                   Tulp3     22158
## Lmo4                     Lmo4     16911
## Ptbp2                   Ptbp2     56195
## Phf2                     Phf2     18676
## Dgkz                     Dgkz    104418
## Ncor1                   Ncor1     20185
## Uhrf2                   Uhrf2    109113
## Cers5                   Cers5     71949
## Jarid2                 Jarid2     16468
## Manba                   Manba    110173
## Pnrc2                   Pnrc2     52830
## Faf2                     Faf2     76577
## Tmem123               Tmem123     71929
## Adcy7                   Adcy7     11513
## Kdm6a                   Kdm6a     22289
## Kdm3b                   Kdm3b    277250
## Mepce                   Mepce    231803
## Chd2                     Chd2    244059
## Trim30a               Trim30a     20128
## Proser1               Proser1    212127
## Mrpl43                 Mrpl43     94067
## Spg20                   Spg20    229285
## Arap1                   Arap1     69710
## Agbl5                   Agbl5    231093
## Ap3b1                   Ap3b1     11774
## Zhx2                     Zhx2    387609
## Slc15a3               Slc15a3     65221
## Csf1                     Csf1     12977
## Glyr1                   Glyr1     74022
## Chmp1b                 Chmp1b     67064
## Thra                     Thra     21833
## Rap2c                   Rap2c     72065
## Zmat5                   Zmat5     67178
## Btbd2                   Btbd2    208198
## Txndc11               Txndc11    106200
## Scmh1                   Scmh1     29871
## Spint2                 Spint2     20733
## Pqbp1                   Pqbp1     54633
## Efr3a                   Efr3a     76740
## Ankrd13a             Ankrd13a     68420
## Samd9l                 Samd9l    209086
## Kpna4                   Kpna4     16649
## Slc25a24             Slc25a24    229731
## Mier3                   Mier3    218613
## Kdm5c                   Kdm5c     20591
## Arel1                   Arel1     68497
## 1700048O20Rik   1700048O20Rik     69430
## Ist1                     Ist1     71955
## Slc25a36             Slc25a36    192287
## Atp1b1                 Atp1b1     11931
## N4bp2l1               N4bp2l1    100637
## Ethe1                   Ethe1     66071
## Mycbp2                 Mycbp2    105689
## BC026585             BC026585      <NA>
## Lonp2                   Lonp2     66887
## Oxr1                     Oxr1    170719
## Glmp                     Glmp     56700
## Glg1                     Glg1     20340
## Dcaf8                   Dcaf8     98193
## Arl14ep               Arl14ep    212772
## Zfp62                   Zfp62     22720
## Csnk1a1               Csnk1a1     93687
## Gstt3                   Gstt3    103140
## Zfyve1                 Zfyve1    217695
## AI314180             AI314180      <NA>
## Arpc5                   Arpc5     67771
## Mtpap                   Mtpap     67440
## Synrg                   Synrg    217030
## 4930523C07Rik   4930523C07Rik     67647
## Mbp                       Mbp     17196
## Tnnt2                   Tnnt2     21956
## E2f5                     E2f5     13559
## Mbtps1                 Mbtps1     56453
## Zfp362                 Zfp362    230761
## Abl2                     Abl2     11352
## Stk10                   Stk10     20868
## Sptan1                 Sptan1     20740
## Diap1                   Diap1      <NA>
## Nipsnap1             Nipsnap1     18082
## Kdm4c                   Kdm4c     76804
## Zeb2os                 Zeb2os    433424
## Ttll1                   Ttll1    319953
## Kdm6b                   Kdm6b    216850
## Lamc1                   Lamc1    226519
## Treml2                 Treml2    328833
## Ncor2                   Ncor2     20602
## Id3                       Id3     15903
## Gramd4                 Gramd4    223752
## Triobp                 Triobp    110253
## Gimap3                 Gimap3     83408
## Mesdc1                 Mesdc1      <NA>
## Kmt2a                   Kmt2a    214162
## Nipbl                   Nipbl     71175
## Zer1                     Zer1    227693
## Ap3d1                   Ap3d1     11776
## Map3k14               Map3k14     53859
## Tars2                   Tars2     71807
## Pafah1b1             Pafah1b1     18472
## Lfng                     Lfng     16848
## Copg2                   Copg2     54160
## Syap1                   Syap1     67043
## Nfat5                   Nfat5     54446
## Stat6                   Stat6     20852
## Tle4                     Tle4     21888
## Paip2b                 Paip2b    232164
## Foxn3                   Foxn3     71375
## Arhgef7               Arhgef7     54126
## Numa1                   Numa1    101706
## Birc2                   Birc2     11797
## Trappc9               Trappc9     76510
## Tmem167b             Tmem167b     67495
## Smek2                   Smek2      <NA>
## Bet1l                   Bet1l     54399
## 9530068E07Rik   9530068E07Rik    213673
## Atp8a1                 Atp8a1     11980
## 9030617O03Rik   9030617O03Rik      <NA>
## Pdlim2                 Pdlim2    213019
## Trp53bp1             Trp53bp1     27223
## Ndel1                   Ndel1     83431
## Zfp710                 Zfp710    209225
## Ngly1                   Ngly1     59007
## Dhx37                   Dhx37    208144
## Sesn1                   Sesn1    140742
## Fundc1                 Fundc1     72018
## Fxyd6                   Fxyd6     59095
## Ms4a1                   Ms4a1     12482
## Nrbp1                   Nrbp1    192292
## Herpud1               Herpud1     64209
## Nfatc1                 Nfatc1     18018
## Prpf8                   Prpf8    192159
## Irf2bp2               Irf2bp2    270110
## Wnk1                     Wnk1    232341
## Rdh12                   Rdh12     77974
## Kmt2d                   Kmt2d    381022
## Trappc2l             Trappc2l     59005
## Ddt                       Ddt     13202
## Smap2                   Smap2     69780
## Zufsp                   Zufsp      <NA>
## Rab28                   Rab28    100972
## Cnot1                   Cnot1    234594
## Iqsec1                 Iqsec1    232227
## 4921524J17Rik   4921524J17Rik     66714
## Cish                     Cish     12700
## Xrcc4                   Xrcc4    108138
## Tmcc1                   Tmcc1    330401
## Lrif1                   Lrif1    321000
## Gng10                   Gng10     14700
## Dnaaf5                 Dnaaf5    433956
## Prkaa2                 Prkaa2    108079
## Ints1                   Ints1     68510
## Cdc37l1               Cdc37l1     67072
## Pdrg1                   Pdrg1     68559
## Tpst2                   Tpst2     22022
## Adprh                   Adprh     11544
## Fbxo18                 Fbxo18      <NA>
## Mau2                     Mau2     74549
## Ctdsp2                 Ctdsp2     52468
## Rasa4                   Rasa4     54153
## Rmnd5b                 Rmnd5b     66089
## Mga                       Mga     29808
## Nup210                 Nup210     54563
## Slc12a7               Slc12a7     20499
## Snora70               Snora70    104368
## Spata6                 Spata6     67946
## Tlk2                     Tlk2     24086
## 2510039O18Rik   2510039O18Rik     77034
## Mfng                     Mfng     17305
## 2700081O15Rik   2700081O15Rik      <NA>
## Lrrcc1                 Lrrcc1     71710
## Cers4                   Cers4     67260
## Tbc1d20               Tbc1d20     67231
## Gbp7                     Gbp7    229900
## Gbf1                     Gbf1    107338
## Vps4b                   Vps4b     20479
## AI504432             AI504432    229694
## BC002163             BC002163      <NA>
## Ankrd40               Ankrd40     71452
## Cdk17                   Cdk17    237459
## Tcf7l2                 Tcf7l2     21416
## Tnfrsf13b           Tnfrsf13b     57916
## Tmem132e             Tmem132e    270893
## Rbp1                     Rbp1     19659
## Colgalt1             Colgalt1    234407
## Arvcf                   Arvcf     11877
## Athl1                   Athl1      <NA>
## Usp11                   Usp11    236733
## 4933434E20Rik   4933434E20Rik     99650
## Fhit                     Fhit     14198
## Stx5a                   Stx5a     56389
## Tbxa2r                 Tbxa2r     21390
## Socs2                   Socs2    216233
## Snapin                 Snapin     20615
## Lin7c                   Lin7c     22343
## Cox20                   Cox20     66359
## Pnrc1                   Pnrc1    108767
## Nfatc3                 Nfatc3     18021
## Gpr107                 Gpr107    277463
## Mdm4                     Mdm4     17248
## Magi1                   Magi1     14924
## Sept9                   Sept9      <NA>
## Nudt14                 Nudt14     66174
## Msl1                     Msl1     74026
## Pds5b                   Pds5b    100710
## Lpcat1                 Lpcat1    210992
## Sccpdh                 Sccpdh    109232
## Cep41                   Cep41     83922
## Zfp263                 Zfp263     74120
## Ubr4                     Ubr4     69116
## Mppe1                   Mppe1    225651
## Gopc                     Gopc     94221
## Ilvbl                   Ilvbl    216136
## Sgsh                     Sgsh     27029
## Fbxl14                 Fbxl14    101358
## Pou2af1               Pou2af1     18985
## Fchsd2                 Fchsd2    207278
## Brf1                     Brf1     72308
## Hsdl1                   Hsdl1     72552
## Ncoa2                   Ncoa2     17978
## Smek1                   Smek1      <NA>
## Irf4                     Irf4     16364
## Dguok                   Dguok     27369
## Acss1                   Acss1     68738
## Tigd2                   Tigd2     68140
## Vgll4                   Vgll4    232334
## Acsf2                   Acsf2    264895
## Lpar6                   Lpar6     67168
## Klhl9                   Klhl9    242521
## Ikzf3                   Ikzf3     22780
## BC094916             BC094916      <NA>
## Nabp1                   Nabp1    109019
## Sipa1l1               Sipa1l1    217692
## Nedd4l                 Nedd4l     83814
## Xpc                       Xpc     22591
## Gpd1l                   Gpd1l    333433
## Atp6v0e2             Atp6v0e2     76252
## Sh3bgrl               Sh3bgrl     56726
## Cmip                     Cmip     74440
## Coro7                   Coro7     78885
## Gphn                     Gphn    268566
## Bank1                   Bank1    242248
## Akap9                   Akap9    100986
## 1810030O07Rik   1810030O07Rik     69155
## Atp11b                 Atp11b     76295
## Nmrk1                   Nmrk1    225994
## Ddx58                   Ddx58    230073
## Pik3ap1               Pik3ap1     83490
## Kdm2a                   Kdm2a    225876
## Smpd1                   Smpd1     20597
## Cnot6l                 Cnot6l    231464
## Pias4                   Pias4     59004
## Sh3kbp1               Sh3kbp1     58194
## Rai1                     Rai1     19377
## Snx29                   Snx29     74478
## Tgoln1                 Tgoln1     22134
## 4933412E12Rik   4933412E12Rik     71086
## Fbrs                     Fbrs     14123
## Lat                       Lat     16797
## Sh2b3                   Sh2b3     16923
## BC031181             BC031181    407819
## Wibg                     Wibg      <NA>
## Abi3                     Abi3     66610
## Baz2a                   Baz2a    116848
## Prelid2               Prelid2     77619
## Tmem106c             Tmem106c    380967
## Tspan6                 Tspan6     56496
## Fryl                     Fryl     72313
## Mtss1                   Mtss1    211401
## Hmha1                   Hmha1      <NA>
## St6gal1               St6gal1     20440
## Gbp4                     Gbp4     17472
## 4932438A13Rik   4932438A13Rik    229227
## Sigirr                 Sigirr     24058
## Tbc1d17               Tbc1d17    233204
## BC028528             BC028528    229600
## Cog6                     Cog6     67542
## Chd6                     Chd6     71389
## Dyrk2                   Dyrk2     69181
## Srpk2                   Srpk2     20817
## Spin1                   Spin1     20729
## Chd8                     Chd8     67772
## Kmt2c                   Kmt2c    231051
## Arl5a                   Arl5a     75423
## Hmces                   Hmces    232210
## Mob4                     Mob4     19070
## Tlr4                     Tlr4     21898
## Plxna1                 Plxna1     18844
## Ccdc33                 Ccdc33    382077
## Vegfa                   Vegfa     22339
## Kidins220           Kidins220     77480
## Ptpn7                   Ptpn7    320139
## Tor1aip1             Tor1aip1    208263
## Sdcbp                   Sdcbp     53378
## Arid4b                 Arid4b     94246
## Galnt11               Galnt11    231050
## Scml4                   Scml4    268297
## Ythdf3                 Ythdf3    229096
## Cenpb                   Cenpb     12616
## Rassf2                 Rassf2    215653
## Trip12                 Trip12     14897
## Smg7                     Smg7    226517
## Ptk2b                   Ptk2b     19229
## Foxp1                   Foxp1    108655
## Map2k6                 Map2k6     26399
## Usp22                   Usp22    216825
## Papolg                 Papolg    216578
## Grap2                   Grap2     17444
## Ostf1                   Ostf1     20409
## Zfp592                 Zfp592    233410
## Fcrla                   Fcrla     98752
## Itgal                   Itgal     16408
## Pde4d                   Pde4d    238871
## Rabep2                 Rabep2     70314
## Syvn1                   Syvn1     74126
## Cdk19                   Cdk19     78334
## Fam78a                 Fam78a    241303
## Dusp11                 Dusp11     72102
## Zscan2                 Zscan2     22691
## Ano6                     Ano6    105722
## H6pd                     H6pd    100198
## Git2                     Git2     26431
## Arhgef6               Arhgef6     73341
## Rdx                       Rdx     19684
## BC035044             BC035044    232406
## 2310001H17Rik   2310001H17Rik     76432
## Tecpr1                 Tecpr1     70381
## Rgs14                   Rgs14     51791
## Bach2                   Bach2     12014
## Tcf4                     Tcf4     21413
## Sipa1                   Sipa1     20469
## Inip                     Inip     66209
## Bach1                   Bach1     12013
## Wbp1                     Wbp1     22377
## Ppp1r12a             Ppp1r12a     17931
## Midn                     Midn     59090
## Ahdc1                   Ahdc1    230793
## Nlrc5                   Nlrc5    434341
## Apoa1bp               Apoa1bp      <NA>
## Ppp1r35               Ppp1r35     69871
## Mbd4                     Mbd4     17193
## Epsti1                 Epsti1    108670
## N4bp3                   N4bp3    212706
## Fbxl5                   Fbxl5    242960
## Epc1                     Epc1     13831
## Prmt6                   Prmt6     99890
## Nt5c2                   Nt5c2     76952
## Pigp                     Pigp     56176
## Kif21b                 Kif21b     16565
## H3f3b                   H3f3b     15081
## 6530402F18Rik   6530402F18Rik     76220
## Map4k1                 Map4k1     26411
## Vps33b                 Vps33b    233405
## Zfp330                 Zfp330     30932
## Tmem164               Tmem164    209497
## Ppic                     Ppic     19038
## Cstf2t                 Cstf2t     83410
## Dntt                     Dntt     21673
## Hcls1                   Hcls1     15163
## Trmt1l                 Trmt1l     98685
## Vps37c                 Vps37c    107305
## Jak3                     Jak3     16453
## Grcc10                 Grcc10     14790
## Zswim8                 Zswim8    268721
## Irgq                     Irgq    210146
## Crot                     Crot     74114
## Dlg1                     Dlg1     13383
## Ankrd11               Ankrd11     77087
## Cd1d2                   Cd1d2     12480
## Akirin1               Akirin1     68050
## Srfbp1                 Srfbp1     67222
## Kdm5a                   Kdm5a    214899
## Zgpat                   Zgpat    229007
## Tvp23b                 Tvp23b     67510
## Rbm39                   Rbm39    170791
## Nr1d2                   Nr1d2    353187
## Grb7                     Grb7     14786
## Entpd1                 Entpd1     12495
## Bahd1                   Bahd1    228536
## Fjx1                     Fjx1     14221
## Atg16l2               Atg16l2     73683
## Pctp                     Pctp     18559
## Hnrnpul1             Hnrnpul1    232989
## Prkacb                 Prkacb     18749
## AI467606             AI467606    101602
## Atp8b2                 Atp8b2     54667
## Dock2                   Dock2     94176
## Hmcn1                   Hmcn1    545370
## Wipf1                   Wipf1    215280
## Osbpl9                 Osbpl9    100273
## Phyh                     Phyh     16922
## Pitpnm1               Pitpnm1     18739
## Dst                       Dst     13518
## Rnf2                     Rnf2     19821
## Serp1                   Serp1     28146
## Pfkfb3                 Pfkfb3    170768
## Unc13d                 Unc13d     70450
## Cib1                     Cib1     23991
## Mlxip                   Mlxip    208104
## Cep68                   Cep68    216543
## Klk8                     Klk8    259277
## Hmox2                   Hmox2     15369
## Ptprc                   Ptprc     19264
## Lrp10                   Lrp10     65107
## Il3ra                   Il3ra     16188
## Chd9                     Chd9    109151
## 2310035C23Rik   2310035C23Rik      <NA>
## Prdx3                   Prdx3     11757
## Tmed4                   Tmed4    103694
## Traf4                   Traf4     22032
## Tnfaip8               Tnfaip8    106869
## Erap1                   Erap1     80898
## Mrgpre                 Mrgpre    244238
## Ormdl3                 Ormdl3     66612
## 2610307P16Rik   2610307P16Rik     72518
## Arid1a                 Arid1a     93760
## Hist3h2a             Hist3h2a      <NA>
## Sec16a                 Sec16a    227648
## Kcna3                   Kcna3     16491
## Tec                       Tec     21682
## Ddx6                     Ddx6     13209
## Snap47                 Snap47     67826
## Akap13                 Akap13     75547
## Dusp6                   Dusp6     67603
## Dscr3                   Dscr3      <NA>
## Traf3ip3             Traf3ip3    215243
## Bax                       Bax     12028
## Hbp1                     Hbp1     73389
## Csnk1g2               Csnk1g2    103236
## Btg1                     Btg1     12226
## Traf3ip2             Traf3ip2    103213
## Fcho1                   Fcho1     74015
## Invs                     Invs     16348
## Stat1                   Stat1     20846
## Arhgef2               Arhgef2     16800
## Mcts2                   Mcts2     66405
## Ostm1                   Ostm1     14628
## Klf13                   Klf13     50794
## Ing4                     Ing4     28019
## Sh2b1                   Sh2b1     20399
## Mdm2                     Mdm2     17246
## Smg1                     Smg1    233789
## Clasp1                 Clasp1     76707
## Zfp646                 Zfp646    233905
## Zfp94                   Zfp94     22756
## Smim14                 Smim14     68552
## Antxr2                 Antxr2     71914
## Spn                       Spn     20737
## Cnp                       Cnp     12799
## Setx                     Setx    269254
## 4930597A21Rik   4930597A21Rik     75389
## Stxbp1                 Stxbp1     20910
## Bptf                     Bptf    207165
## Lamtor4               Lamtor4     66096
## Inpp1                   Inpp1     16329
## Thbd                     Thbd     21824
## Bfsp2                   Bfsp2    107993
## Crlf2                   Crlf2     57914
## AW112010             AW112010    107350
## Rnasek                 Rnasek     52898
## Abi1                     Abi1     11308
## B2m                       B2m     12010
## Pcmtd2                 Pcmtd2    245867
## Gltscr1               Gltscr1      <NA>
## St8sia4               St8sia4     20452
## March7                 March7      <NA>
## A230046K03Rik   A230046K03Rik      <NA>
## Tk2                       Tk2     57813
## Zcchc24               Zcchc24     71918
## Ttyh3                   Ttyh3     78339
## Saraf                   Saraf     67887
## Psme2b                 Psme2b    621823
## Ctsc                     Ctsc     13032
## Rassf5                 Rassf5     54354
## Vpreb2                 Vpreb2     22363
## Nfkbie                 Nfkbie     18037
## Tespa1                 Tespa1     67596
## Trim27                 Trim27     19720
## Ttc5                     Ttc5    219022
## Phf12                   Phf12    268448
## Wls                       Wls     68151
## Prkar1a               Prkar1a     19084
## Gosr1                   Gosr1     53334
## Ntng2                   Ntng2    171171
## Map3k1                 Map3k1     26401
## Cd38                     Cd38     12494
## Ndfip1                 Ndfip1     65113
## Med13l                 Med13l     76199
## Irf1                     Irf1     16362
## Tspan14               Tspan14     52588
## Entpd5                 Entpd5     12499
## Ankfy1                 Ankfy1     11736
## Sufu                     Sufu     24069
## Uggt1                   Uggt1    320011
## Sit1                     Sit1     54390
## Capn7                   Capn7     12339
## Plscr3                 Plscr3     70310
## Pik3cg                 Pik3cg     30955
## Sash3                   Sash3     74131
## Smim24                 Smim24     72273
## Zdhhc18               Zdhhc18    503610
## Pik3r4                 Pik3r4     75669
## Nr1h2                   Nr1h2     22260
## Kat6a                   Kat6a    244349
## Slc41a1               Slc41a1     98396
## Napsa                   Napsa     16541
## S1pr4                   S1pr4     13611
## Capsl                   Capsl     75568
## Cep250                 Cep250     16328
## Rab4b                   Rab4b     19342
## Smarcd2               Smarcd2     83796
## Icam2                   Icam2     15896
## Polr2a                 Polr2a     20020
## Dync1h1               Dync1h1     13424
## Slain2                 Slain2     75991
## Ehd2                     Ehd2    259300
## Rab21                   Rab21    216344
## Eif4e3                 Eif4e3     66892
## Jakmip1               Jakmip1     76071
## Utrn                     Utrn     22288
## As3mt                   As3mt     57344
## Cacnb1                 Cacnb1     12295
## Itpr2                   Itpr2     16439
## Wdtc1                   Wdtc1    230796
## Kansl1                 Kansl1     76719
## Ccdc97                 Ccdc97     52132
## Supt20                 Supt20     56790
## Hdac8                   Hdac8     70315
## Map3k3                 Map3k3     26406
## Dynlt3                 Dynlt3     67117
## Ier2                     Ier2     15936
## Usp24                   Usp24    329908
## Birc3                   Birc3     11796
## Plekhm1               Plekhm1    353047
## Cnot2                   Cnot2     72068
## Top3b                   Top3b     21976
## Akna                     Akna    100182
## Tomm34                 Tomm34     67145
## Slc17a9               Slc17a9    228993
## Slc9a1                 Slc9a1     20544
## Prkd2                   Prkd2    101540
## Irf2                     Irf2     16363
## Acyp1                   Acyp1     66204
## Map4k4                 Map4k4     26921
## Snx8                     Snx8    231834
## Cdh24                   Cdh24    239096
## Sdr39u1               Sdr39u1    654795
## Snx30                   Snx30    209131
## Rpia                     Rpia     19895
## Slain1                 Slain1    105439
## Slc25a11             Slc25a11     67863
## Man2a2                 Man2a2    140481
## Grap                     Grap     71520
## Gabpb1                 Gabpb1     14391
## Ly6e                     Ly6e     17069
## Akt1                     Akt1     11651
## Rab3a                   Rab3a     19339
## Men1                     Men1     17283
## Hmgn3                   Hmgn3     94353
## Rere                     Rere     68703
## Tgfb1                   Tgfb1     21803
## Tmem64                 Tmem64    100201
## Ubqln2                 Ubqln2     54609
## Tnrc18                 Tnrc18    231861
## Sec63                   Sec63    140740
## Atp13a2               Atp13a2     74772
## Ppp1r9b               Ppp1r9b    217124
## Arpc5l                 Arpc5l     74192
## Gpr18                   Gpr18    110168
## Sun2                     Sun2    223697
## Nnt                       Nnt     18115
## Myo1c                   Myo1c     17913
## Cmtm6                   Cmtm6     67213
## Gpbp1                   Gpbp1     73274
## Casd1                   Casd1    213819
## Abcd1                   Abcd1     11666
## Spata13               Spata13    219140
## Unc45a                 Unc45a    101869
## Prrc2c                 Prrc2c    226562
## Hsd17b11             Hsd17b11    114664
## Evl                       Evl     14026
## Arhgap4               Arhgap4    171207
## Plin3                   Plin3     66905
## S1pr1                   S1pr1     13609
## Ttpal                   Ttpal     76080
## Zcchc11               Zcchc11      <NA>
## Gstp1                   Gstp1     14870
## Ube2d1                 Ube2d1    216080
## Myo9b                   Myo9b     17925
## Jak1                     Jak1     16451
## Acy3                     Acy3     71670
## Mief2                   Mief2    237781
## Pyhin1                 Pyhin1      <NA>
## Prrc2b                 Prrc2b    227723
## Arhgap25             Arhgap25    232201
## Irf5                     Irf5     27056
## Snap29                 Snap29     67474
## Lypla2                 Lypla2     26394
## Tcn2                     Tcn2     21452
## Mum1l1                 Mum1l1      <NA>
## Zmiz1                   Zmiz1    328365
## Sh2d3c                 Sh2d3c     27387
## Pkn1                     Pkn1    320795
## Nudcd3                 Nudcd3    209586
## Inpp5d                 Inpp5d     16331
## Dock8                   Dock8     76088
## Armcx2                 Armcx2     67416
## Hip1r                   Hip1r     29816
## Wsb1                     Wsb1     78889
## Sept6                   Sept6      <NA>
## Commd3                 Commd3     12238
## Alpl                     Alpl     11647
## BC017643             BC017643      <NA>
## Trp53i11             Trp53i11    277414
## Pip5k1c               Pip5k1c     18717
## Lyn                       Lyn     17096
## Txnip                   Txnip     56338
## Gdf11                   Gdf11     14561
## Prkcd                   Prkcd     18753
## Gng2                     Gng2     14702
## Plcg1                   Plcg1     18803
## Cbx4                     Cbx4     12418
## Phlpp1                 Phlpp1     98432
## Mcl1                     Mcl1     17210
## Ifi203                 Ifi203     15950
## Stat4                   Stat4     20849
## Pten                     Pten     19211
## Rabgap1l             Rabgap1l     29809
## Csrnp1                 Csrnp1    215418
## Cds2                     Cds2    110911
## Ankrd13d             Ankrd13d     68423
## Pafah1b3             Pafah1b3     18476
## Gse1                     Gse1    382034
## Dab2ip                 Dab2ip     69601
## Zmynd8                 Zmynd8    228880
## B4galt1               B4galt1     14595
## Cd36                     Cd36     12491
## Ric8                     Ric8      <NA>
## Adnp                     Adnp     11538
## Rasa3                   Rasa3     19414
## Slc9a3r1             Slc9a3r1     26941
## Malat1                 Malat1     72289
## Srgn                     Srgn     19073
## 4931429I11Rik   4931429I11Rik      <NA>
## Maml1                   Maml1    103806
## Eif4a2                 Eif4a2     13682
## Hes1                     Hes1     15205
## Fcrl6                   Fcrl6    677296
## Snx20                   Snx20     71607
## Sptbn1                 Sptbn1     20742
## Ppp3cc                 Ppp3cc     19057
## Ddx17                   Ddx17     67040
## Slc38a2               Slc38a2     67760
## Iqgap1                 Iqgap1     29875
## Prdm14                 Prdm14    383491
## E130308A19Rik   E130308A19Rik    230259
## Zfp292                 Zfp292     30046
## Ccng1                   Ccng1     12450
## Trim11                 Trim11     94091
## Tmem106b             Tmem106b     71900
## Arhgap15             Arhgap15     76117
## Tbc1d10c             Tbc1d10c    108995
## Son                       Son     20658
## Runx1                   Runx1     12394
## Mgst1                   Mgst1     56615
## Rragd                   Rragd     52187
## Stk17b                 Stk17b     98267
## Map7                     Map7     17761
## Hdac11                 Hdac11    232232
## Gm11346               Gm11346     76024
## Slc25a1               Slc25a1     13358
## Cap1                     Cap1     12331
## Rin3                     Rin3    217835
## Kmt2e                   Kmt2e     69188
## Crip2                   Crip2     68337
## Prkcb                   Prkcb     18751
## Ttll11                 Ttll11     74410
## Abhd2                   Abhd2     54608
## Csrp2                   Csrp2     13008
## Hint2                   Hint2     68917
## Agpat9                 Agpat9      <NA>
## Suv420h1             Suv420h1      <NA>
## Txnrd3                 Txnrd3    232223
## Nrros                   Nrros    224109
## Mcoln2                 Mcoln2     68279
## Arid5a                 Arid5a    214855
## Hibadh                 Hibadh     58875
## Lman2l                 Lman2l    214895
## Epha2                   Epha2     13836
## Zcchc7                 Zcchc7    319885
## Bckdha                 Bckdha     12039
## Dock9                   Dock9    105445
## Pik3ip1               Pik3ip1    216505
## Ifi27                   Ifi27     52668
## Selplg                 Selplg     20345
## Cytip                   Cytip    227929
## Prkcq                   Prkcq     18761
## Pced1b                 Pced1b    239647
## Top2b                   Top2b     21974
## Serpinf1             Serpinf1     20317
## Gm4759                 Gm4759      <NA>
## Rptor                   Rptor     74370
## Tmem243               Tmem243    652925
## 1700030K09Rik   1700030K09Rik     72254
## 1110004F10Rik   1110004F10Rik     56372
## Zfp608                 Zfp608    269023
## Ptpn22                 Ptpn22     19260
## Tsc22d4               Tsc22d4      <NA>
## Gbp9                     Gbp9    236573
## Sirt3                   Sirt3     64384
## Chd4                     Chd4    107932
## Lcp2                     Lcp2     16822
## Otub2                   Otub2     68149
## Mfsd6                   Mfsd6     98682
## Cerk                     Cerk    223753
## Nucb1                   Nucb1     18220
## Notch1                 Notch1     18128
## Smtn                     Smtn     29856
## Phip                     Phip     83946
## Zkscan17             Zkscan17    268417
## Ipcef1                 Ipcef1    320495
## Tspan32               Tspan32     27027
## Tnks2                   Tnks2     74493
## Dok3                     Dok3     27261
## Adrbk1                 Adrbk1      <NA>
## Nsd1                     Nsd1     18193
## Casp8                   Casp8     12370
## Bcr                       Bcr    110279
## Ablim1                 Ablim1    226251
## Pcbp3                   Pcbp3     59093
## Gstt2                   Gstt2     14872
## Esyt2                   Esyt2     52635
## N4bp2                   N4bp2    333789
## Ifngr2                 Ifngr2     15980
## Cd93                     Cd93     17064
## Sdhaf2                 Sdhaf2     66072
## Cbfa2t3               Cbfa2t3     12398
## Capn2                   Capn2     12334
## Aff1                     Aff1     17355
## Lhpp                     Lhpp     76429
## Slc2a9                 Slc2a9    117591
## Mir8091               Mir8091 102465884
## Limd2                   Limd2     67803
## Glipr1                 Glipr1     73690
## Slc30a4               Slc30a4     22785
## Fam107b               Fam107b     66540
## Adssl1                 Adssl1     11565
## Ypel3                   Ypel3     66090
## D930015E06Rik   D930015E06Rik      <NA>
## Gngt2                   Gngt2     14710
## Fam20b                 Fam20b    215015
## Mef2d                   Mef2d     17261
## Clk4                     Clk4     12750
## Mgat1                   Mgat1     17308
## Acpp                     Acpp     56318
## F13a1                   F13a1     74145
## Marcks                 Marcks     17118
## Tnfrsf19             Tnfrsf19     29820
## Mzb1                     Mzb1     69816
## Pcdhb22               Pcdhb22     93893
## Fbxl12                 Fbxl12     30843
## Themis2               Themis2    230787
## Aes                       Aes      <NA>
## B3gnt5                 B3gnt5    108105
## Sdc4                     Sdc4     20971
## Tmem263               Tmem263    103266
## 2900026A02Rik   2900026A02Rik    243219
## Xrcc6                   Xrcc6     14375
## Arl5c                   Arl5c    217151
## Dusp2                   Dusp2     13537
## Hivep2                 Hivep2     15273
## Edaradd               Edaradd    171211
## Pde4b                   Pde4b     18578
## Dpp4                     Dpp4     13482
## Acp6                     Acp6     66659
## Clint1                 Clint1    216705
## Tnfsf10               Tnfsf10     22035
## Pold4                   Pold4     69745
## Mgea5                   Mgea5      <NA>
## Klhl24                 Klhl24     75785
## Gga2                     Gga2     74105
## Ets1                     Ets1     23871
## Orai2                   Orai2    269717
## Bin1                     Bin1     30948
## Cxxc5                   Cxxc5     67393
## C1galt1               C1galt1     94192
## Gm525                   Gm525    217071
## Ccm2                     Ccm2    216527
## Cabp4                   Cabp4     73660
## Mgst2                   Mgst2    211666
## Cacna1e               Cacna1e     12290
## Kdm5b                   Kdm5b     75605
## Chchd10               Chchd10    103172
## Arhgdib               Arhgdib     11857
## Myl2                     Myl2     17906
## Ankrd6                 Ankrd6    140577
## Selm                     Selm      <NA>
## Tor4a                   Tor4a    227612
## Dock10                 Dock10    210293
## Phldb3                 Phldb3    232970
## Ccm2l                   Ccm2l    228788
## Cep170b               Cep170b    217882
## Egr1                     Egr1     13653
## Cd53                     Cd53     12508
## Rgs18                   Rgs18     64214
## B3gnt8                 B3gnt8    232984
## Cat                       Cat     12359
## Cd37                     Cd37     12493
## Fubp1                   Fubp1     51886
## Ubash3a               Ubash3a    328795
## Psd4                     Psd4    215632
## Apobec1               Apobec1     11810
## Il7r                     Il7r     16197
## Sox4                     Sox4     20677
## Stk4                     Stk4     58231
## Elk4                     Elk4     13714
## Bmf                       Bmf    171543
## Aff3                     Aff3     16764
## Scn4b                   Scn4b    399548
## Plcb2                   Plcb2     18796
## Rag2                     Rag2     19374
## Fam65a                 Fam65a      <NA>
## Sytl1                   Sytl1    269589
## Cd79b                   Cd79b     15985
## Adh1                     Adh1     11522
## Rac2                     Rac2     19354
## Myo7a                   Myo7a     17921
## Cdkn1a                 Cdkn1a     12575
## Slamf6                 Slamf6     30925
## Tapt1                   Tapt1    231225
## Map4k2                 Map4k2     26412
## Lrrn3                   Lrrn3     16981
## Dgkd                     Dgkd    227333
## Sh3bp5                 Sh3bp5     24056
## Hdac7                   Hdac7     56233
## Ddx5                     Ddx5     13207
## Mmrn1                   Mmrn1     70945
## Blnk                     Blnk     17060
## Syk                       Syk     20963
## Ppp1r16b             Ppp1r16b    228852
## Neil1                   Neil1     72774
## Slc12a6               Slc12a6    107723
## Itpkb                   Itpkb    320404
## Lef1                     Lef1     16842
## Smim20                 Smim20     66278
## Eef2k                   Eef2k     13631
## Susd1                   Susd1    634731
## Myb                       Myb     17863
## Trp53inp1           Trp53inp1     60599
## Pbxip1                 Pbxip1    229534
## Dnajc21               Dnajc21     78244
## Tm6sf1                 Tm6sf1    107769
## Clk1                     Clk1     12747
## Rrm2b                   Rrm2b    382985
## Plekha2               Plekha2     83436
## Lgals9                 Lgals9     16859
## Elf1                     Elf1     13709
## Cd1d1                   Cd1d1     12479
## Gimap1                 Gimap1     16205
## Elovl6                 Elovl6    170439
## Slc35f3               Slc35f3    210027
## Ptgr1                   Ptgr1     67103
## Unc93b1               Unc93b1     54445
## Il17ra                 Il17ra     16172
## Cyfip2                 Cyfip2     76884
## Mgmt                     Mgmt     17314
## Pqlc3                   Pqlc3    217430
## Dck                       Dck     13178
## Cd19                     Cd19     12478
## Pik3cd                 Pik3cd     18707
## Myl4                     Myl4     17896
## Rcsd1                   Rcsd1    226594
## Nkd2                     Nkd2     72293
## Ptprcap               Ptprcap     19265
## Inafm2                 Inafm2 100043272
## Rag1                     Rag1     19373
## Zfp386                 Zfp386     56220
## Ube2j1                 Ube2j1     56228
## Akap12                 Akap12     83397
## Snora33               Snora33 100529074
## Tcf3                     Tcf3     21423
## Tnfaip3               Tnfaip3     21929
## Hp1bp3                 Hp1bp3     15441
## Drc7                     Drc7    330830
## Chst3                   Chst3     53374
## Kansl1l               Kansl1l     68691
## Pgls                     Pgls     66171
## 2610524H06Rik   2610524H06Rik    330173
## Lig4                     Lig4    319583
## Gm17296               Gm17296      <NA>
## Siglecg               Siglecg    243958
## Xlr                       Xlr     22441
## Ly6d                     Ly6d     17068
## Mlec                     Mlec    109154
## Cd79a                   Cd79a     12518
## Carns1                 Carns1    107239
## Bace1                   Bace1     23821
## Pcmtd1                 Pcmtd1    319263
## Spib                     Spib    272382
## H1f0                     H1f0     14958
## Smarca4               Smarca4     20586
## Wdfy4                   Wdfy4    545030
## Gmfg                     Gmfg     63986
## Clic6                   Clic6    209195
## Vpreb3                 Vpreb3     22364
## Impdh1                 Impdh1     23917
## Stambpl1             Stambpl1     76630
## Ephx1                   Ephx1     13849
## Il16                     Il16     16170
## Cd72                     Cd72     12517
## Eif2ak3               Eif2ak3     13666
## Erg                       Erg     13876
## Klhl6                   Klhl6    239743
## Cnksr3                 Cnksr3    215748
## Plxdc1                 Plxdc1     72324
## Gpam                     Gpam     14732
## Slamf7                 Slamf7     75345
## Sft2d2                 Sft2d2    108735
## Cyth1                   Cyth1     19157
## Gjc2                     Gjc2    118454
## Ccnd3                   Ccnd3     12445
## Foxo1                   Foxo1     56458
## Tspan13               Tspan13     66109
## Pde2a                   Pde2a    207728
## B3gnt2                 B3gnt2     53625
## Tifa                     Tifa    211550
## Ppt1                     Ppt1     19063
## Ankrd33b             Ankrd33b     67434
## Ebf1                     Ebf1     13591
## Fam65b                 Fam65b      <NA>
## Pax5                     Pax5     18507
## Atp2a3                 Atp2a3     53313
## Enpep                   Enpep     13809
## Epb4.1l4b           Epb4.1l4b      <NA>
## Bcl7a                   Bcl7a     77045
## Nedd9                   Nedd9     18003
## Snn                       Snn     20621
## Camk2d                 Camk2d    108058
## Bst1                     Bst1     12182
## Gfra1                   Gfra1     14585
## Arntl                   Arntl     11865
## Fam53b                 Fam53b     77938
## Cdkn2a                 Cdkn2a     12578
## Igll1                   Igll1     16136
## Fam129c               Fam129c      <NA>
## Cplx2                   Cplx2     12890
## Adgrg1                 Adgrg1     14766
## Vpreb1                 Vpreb1     22362
## Smtnl2                 Smtnl2    276829
## Cyb561a3             Cyb561a3    225912
## Clec2d                 Clec2d     93694
## Cep164                 Cep164    214552
## Tmem98                 Tmem98    103743
## Adgrf1                 Adgrf1     77596
## Rps4l                   Rps4l     66184
## Arpp21                 Arpp21     74100
## Thy1                     Thy1     21838
## Blk                       Blk     12143
## Steap4                 Steap4    117167
## Myl10                   Myl10     59310
## Mir7-1                 Mir7-1    723902
## Snora68               Snora68    104370
## Snord89               Snord89 100217461
## Mir3101               Mir3101 100526505
## Snord83b             Snord83b 100302601
# find common rows between symbols_df and based on gene_symbol column
results_df <- dplyr::inner_join(symbols_df, results_df,
                      by = "gene_symbol")
results_df
##         gene_symbol entrez_id    baseMean log2FoldChange      lfcSE
## 1          Snord104 100216537  198.398012   2.217126e+01 4.05902099
## 2             Mir25    723926   65.964580   2.135259e+01 4.17357019
## 3           Snora64    104366   30.379041   7.625608e+00 1.26045303
## 4            Slc4a1     20533  191.618969   6.669525e+00 0.61531554
## 5              Gypa     14934   77.844332   6.533844e+00 0.85359201
## 6            Epb4.2      <NA>   14.872729   6.512901e+00 1.35059539
## 7              Car1     12346   73.020111   6.486159e+00 0.79603601
## 8           Aldh1a1     11668   13.690964   6.462860e+00 1.29419107
## 9             Ermap     27028   26.400411   6.456093e+00 1.28000134
## 10         Pdzk1ip1     67182   12.867397   6.340833e+00 1.32787463
## 11            Nxpe2     78252   12.359900   6.255321e+00 1.35736588
## 12            Ces2g     72361   11.524012   6.181181e+00 1.33851809
## 13             Dmtn     13829   11.694036   6.170996e+00 1.36768263
## 14              Rhd     19746   59.648115   6.150712e+00 0.85894745
## 15            Spta1     20739   21.216884   6.150348e+00 1.28466965
## 16            Tmcc2     68875   48.483209   6.143136e+00 1.00861857
## 17            Alas2     11656  134.965915   6.140337e+00 0.66066844
## 18             Aqp1     11826   91.704564   6.086012e+00 0.67936158
## 19           March8      <NA>   10.859896   6.054201e+00 1.38750817
## 20              Kel     23925   20.055347   6.039360e+00 1.31914604
## 21             Rhag     19743   30.236722   5.955446e+00 1.11008096
## 22           Hba-a1     15122 1159.175693   5.946317e+00 0.64494972
## 23             Add2     11519   10.022758   5.938513e+00 1.39985072
## 24             Sptb     20741   17.869915   5.911795e+00 1.29117010
## 25           Hba-a2    110257  196.172751   5.887119e+00 1.17546440
## 26           Hbb-b1     15129 4868.121904   5.875270e+00 0.62365138
## 27          Slc38a5    209837    9.519343   5.855763e+00 1.41821566
## 28             Snca     20617   37.418150   5.780964e+00 1.00589669
## 29            Apol8    239552    9.015928   5.763045e+00 1.44516434
## 30           Trim10     19824   35.922228   5.728985e+00 0.99954851
## 31           Btnl10    192194    8.683621   5.722522e+00 1.43672779
## 32            Rsad2     58185   36.272684   5.711723e+00 1.03562433
## 33           Cldn13     57255   34.759365   5.705158e+00 0.97242622
## 34             Klf1     16596   25.557514   5.695914e+00 1.13872992
## 35            Hemgn     93966   51.768399   5.687880e+00 0.77853461
## 36            Ypel4    241525    9.364637   5.672018e+00 1.60712684
## 37           Mfsd2b    432628    8.355893   5.626721e+00 1.49252349
## 38           Hbb-bt 101488143  466.493036   5.544529e+00 0.72723186
## 39          Tspan33    232670   30.569429   5.530342e+00 0.96492777
## 40           Slc6a9     14664    8.022337   5.516196e+00 1.56330804
## 41            Tspo2     70026    8.190779   5.495825e+00 1.61777202
## 42             Lmna     16905   13.526523   5.488953e+00 1.35577916
## 43             Fn3k     63828    7.855475   5.482281e+00 1.57228955
## 44            Gata1     14460   12.857994   5.373626e+00 1.41774973
## 45          Rab3il1     74760   12.524437   5.310265e+00 1.45464473
## 46    1300017J02Rik      <NA>    7.185365   5.226201e+00 1.73657826
## 47              Ryk     20187    8.293206   5.213351e+00 1.93654489
## 48           Samd14    217125    6.510509   5.102974e+00 1.73461658
## 49           Fam46c      <NA>   16.869646   5.042578e+00 1.25384587
## 50             Tal1     21349   16.197290   5.038074e+00 1.18659036
## 51             Epor     13857   10.694520   4.959480e+00 1.63071402
## 52          Tnfaip2     21928   10.356988   4.954990e+00 1.58755281
## 53            Ackr1     13349    7.020251   4.916745e+00 2.00992710
## 54             Pklr     18770    5.846062   4.828641e+00 1.87094303
## 55             Ank1     11733   17.866981   4.758142e+00 0.99036116
## 56           Spire1     68166    5.847643   4.733923e+00 1.95724640
## 57           Slfn14    237890    6.518251   4.704057e+00 2.10324969
## 58             Smox    228608   17.200365   4.654097e+00 1.06672594
## 59            Fhdc1    229474    5.849225   4.601259e+00 2.06701267
## 60             Rgcc     66214   27.315312   4.428368e+00 0.91390736
## 61            Stfa2     20862    7.200109   4.346444e+00 2.43019425
## 62             Saa3     20210    4.835571   4.111251e+00 2.21158590
## 63           Wfdc17 100034251    4.850723   3.957270e+00 2.29837420
## 64             Stom     13830   31.231918   3.879457e+00 0.65179689
## 65           Specc1    432572    5.179114   3.855805e+00 2.39990586
## 66             Ppbp     57349    5.846725   3.843056e+00 2.49761283
## 67          Fam109b      <NA>    4.676949   3.734794e+00 2.37126346
## 68            Paqr9     75552    4.846807   3.692324e+00 2.41556804
## 69             Cd5l     11801    8.356384   3.672137e+00 2.31353607
## 70           Redrum     77433    4.675533   3.651946e+00 2.40392987
## 71            Gfi1b     14582    6.844135   3.613447e+00 2.17015405
## 72           S100a4     20198   14.678813   3.574977e+00 0.82893996
## 73            Hbq1b    544763    5.016666   3.555177e+00 2.48831458
## 74           Trim58    216781    5.016666   3.555177e+00 2.48831458
## 75            Gm867    333670    7.186038   3.548405e+00 2.24127647
## 76           Ifitm3     66141   29.370699   3.534717e+00 0.64554289
## 77             Prg2     19074   15.963776   3.472892e+00 1.17710773
## 78            Tmod1     21916    9.342645   3.447437e+00 1.47364255
## 79          Tinagl1     94242    5.344725   3.427714e+00 2.56644345
## 80             Fech     14151   52.072871   3.397129e+00 0.51902642
## 81             Cdr2     12585   24.706418   3.382371e+00 0.68541852
## 82             Nfe2     18022   22.377055   3.358683e+00 0.69335011
## 83          St3gal5     20454   23.875530   3.355627e+00 0.61677142
## 84           Abcb10     56199   18.529904   3.350709e+00 0.75661056
## 85             Alad     17025   36.035408   3.316039e+00 0.50578408
## 86           Fermt1    241639   10.133577   3.290646e+00 2.11403482
## 87             Bex4    406217    4.176365   3.262872e+00 2.44562965
## 88         Slc16a10     72472    8.854312   3.235616e+00 2.01395199
## 89             Hmbs     15288  103.596290   3.196390e+00 0.39181005
## 90            Blvrb    233016   74.765742   3.161656e+00 0.44212206
## 91           Tyrobp     22177   19.536001   3.159322e+00 0.66751424
## 92            Mgst3     66447   63.197168   3.138624e+00 0.38757324
## 93              St5      <NA>   13.837978   3.127113e+00 1.02304970
## 94            Chac2     68044   14.539570   3.118608e+00 1.13125296
## 95             Ccl5     20304   21.026161   2.989218e+00 1.28633845
## 96           Sowaha    237761    4.511835   2.945758e+00 2.54864431
## 97            Gstm5     14866    7.511846   2.944844e+00 1.98553839
## 98            Isg20     57444   40.041945   2.921877e+00 0.53556910
## 99             Fcna     14133   12.527246   2.888825e+00 1.60053400
## 100            Apoe     11816   39.585674   2.858645e+00 0.65757069
## 101             Gda     14544    6.344653   2.836301e+00 2.35369532
## 102           Snx22    382083    6.010161   2.806296e+00 2.32366978
## 103           Isg15 100038882   38.899287   2.790144e+00 0.73295250
## 104        BC100530      <NA>    8.874560   2.730360e+00 2.55774229
## 105           Wapal      <NA>   14.315817   2.714705e+00 0.84358515
## 106          Fcer1g     14127   14.349060   2.673217e+00 0.90178981
## 107           Arrb1    109689   21.507591   2.660075e+00 0.54254807
## 108           Icam4     78369    8.024660   2.640955e+00 2.12295473
## 109          Dhrs11    192970   32.553547   2.628490e+00 0.58002117
## 110            Bpgm     12183   39.032185   2.604658e+00 0.65679600
## 111         Pglyrp1     21946   11.015183   2.569396e+00 1.18291759
## 112            Klf3     16599   11.681206   2.547163e+00 1.07518720
## 113        Ppp1r15a     17872   26.376030   2.507763e+00 0.67422605
## 114           Stfa3     20863    5.702018   2.482125e+00 2.66167218
## 115         Rnase12    497106  109.676149   2.458930e+00 0.27217118
## 116          Jchain     16069   66.237141   2.448916e+00 0.35346083
## 117           Creg1    433375   30.030108   2.402603e+00 0.62584562
## 118           Grina     66168   54.744734   2.378280e+00 0.44820359
## 119           Csf1r     12978    9.009589   2.360344e+00 1.49406203
## 120          S100a8     20201  439.734557   2.356354e+00 0.39657124
## 121            Gclm     14630   28.833426   2.322045e+00 0.50516406
## 122            Lcn2     16819   30.189313   2.319866e+00 0.75818587
## 123         Stfa2l1    268885    7.544912   2.316847e+00 2.46226922
## 124          Ifitm6    213002   13.516298   2.304484e+00 1.29570821
## 125           Fads3     60527    6.994598   2.284966e+00 1.77233797
## 126            Slpi     20568    9.701268   2.283187e+00 1.60198795
## 127         Stard10     56018   23.304140   2.283002e+00 0.52931703
## 128          S100a9     20202  338.245631   2.278984e+00 0.43976227
## 129           Sphk1     20698    5.344297   2.213292e+00 2.28250277
## 130           Sept8      <NA>    7.176943   2.174236e+00 1.81441065
## 131              Hp     15439    9.839508   2.133001e+00 1.47901006
## 132            Lmo2     16909   55.655826   2.125803e+00 0.31355342
## 133            Cln8     26889    3.676113   2.087479e+00 2.41711473
## 134          Gm5424    432466   11.304420   2.082905e+00 1.33401926
## 135             Mt2     17750   18.719429   2.062354e+00 1.53423399
## 136        Slc25a37     67712   87.252182   2.038571e+00 0.45195732
## 137            Lyz2     17105   83.238175   2.029571e+00 0.38012128
## 138          Gm5483      <NA>    6.368555   2.027189e+00 2.34441127
## 139             Ngp     18054   77.031027   2.000186e+00 0.56388980
## 140            Hagh     14651   30.339172   1.994589e+00 0.68694602
## 141         Slc22a4     30805    3.674697   1.989516e+00 2.39709927
## 142            Rhoj     80837   16.115223   1.919640e+00 1.43174132
## 143           Ccnd1     12443   49.298605   1.913774e+00 1.01214052
## 144         Apol11b    328563   19.521936   1.912224e+00 2.89200498
## 145            Gpx1     14775  630.099939   1.839784e+00 0.23791891
## 146           Olfm1     56177    7.458803   1.806423e+00 2.35631056
## 147            Camp     12796   38.510621   1.676169e+00 0.73420274
## 148         Fam117a    215512   20.871983   1.666596e+00 1.05760295
## 149            Urod     22275   65.307780   1.666221e+00 0.41350284
## 150          Igfbp7     29817    6.662779   1.650427e+00 2.00044280
## 151            Car2     12349  364.654174   1.647534e+00 0.25163625
## 152            C1qc     12262   10.351302   1.550176e+00 1.72088246
## 153           Ddit4     74747   71.724258   1.539530e+00 0.72229032
## 154          Wfdc21     66107    9.673042   1.510335e+00 1.31568452
## 155            Lst1     16988   14.843360   1.504993e+00 1.02815089
## 156            Mgll     23945   12.477185   1.452644e+00 1.17438216
## 157             Pf4     56744    5.678527   1.440367e+00 1.86817560
## 158           Rgs10     67865   21.422650   1.429442e+00 1.15767924
## 159             Mpo     17523    6.847975   1.413143e+00 1.58186290
## 160            Pigq     14755   64.123421   1.400183e+00 0.44459450
## 161          Epb4.1      <NA>   52.622346   1.398106e+00 0.54645615
## 162            Ear2     13587    5.334231   1.379322e+00 1.82014644
## 163           Ifrd2     15983   46.315115   1.360069e+00 0.52829439
## 164            Odc1     18263   58.936495   1.321718e+00 0.48500625
## 165            Lhx2     16870   20.377083   1.301240e+00 1.83281891
## 166          H2-T24     15042   34.883726   1.267937e+00 0.91822323
## 167           Anxa2     12306    8.679879   1.200104e+00 1.32791536
## 168           Zfpm1     22761   21.827057   1.197857e+00 0.88370651
## 169            Il1b     16176    4.009845   1.150205e+00 1.86100483
## 170            Tfrc     22042   85.881562   1.145257e+00 0.60684781
## 171              C3     12266    5.840910   1.116409e+00 1.57557630
## 172            Pcp4     18546   13.181192   1.114953e+00 1.71273103
## 173            Fth1     14319  685.167755   1.091453e+00 0.21189046
## 174           Hoxb7     15415   11.777718   1.042578e+00 1.71734410
## 175           Cebpb     12608    3.846147   1.005296e+00 1.76287019
## 176        Rap1gap2    380711    3.480032   9.983153e-01 1.92444234
## 177          Ppap2a      <NA>    5.504249   9.902281e-01 1.49493911
## 178           Prdx2     21672  407.068359   9.874908e-01 0.35821516
## 179         Prkar2b     19088    8.014817   9.713197e-01 1.32089383
## 180           Prtn3     19152    5.998335   9.624587e-01 1.38234726
## 181           Abcb4     18670   11.166259   9.585231e-01 1.06669855
## 182            C1qa     12259   12.016414   9.536389e-01 1.31341437
## 183        H2-Ea-ps      <NA>   34.589727   9.297087e-01 0.99960385
## 184            Cd74     16149   86.986569   9.242690e-01 0.79117583
## 185           Dapk2     13143    5.174598   9.135087e-01 1.59499473
## 186           Rps28     54127  292.506997   9.133749e-01 0.21924363
## 187            Mcam     84004    4.301852   9.121016e-01 1.90306294
## 188             Gem     14579   31.931992   8.865107e-01 1.28566244
## 189             Ank     11732    5.325233   8.837546e-01 1.42700974
## 190           Mpeg1     17476    8.513077   8.791717e-01 1.23039922
## 191             Ltf     17002   21.009495   8.785572e-01 0.92570378
## 192            Cybb     13058    9.688022   8.771548e-01 1.15260181
## 193           Rps10     67097 1284.644637   8.760276e-01 0.12556372
## 194           Ubac1     98766   26.328389   8.698626e-01 0.76566923
## 195           Rpl36     54217 1833.457258   8.505177e-01 0.13394107
## 196           Adcy6     11512    7.982872   8.281752e-01 1.25829156
## 197           H2-Aa     14960   33.742685   8.177447e-01 0.91309965
## 198          Ube2l6     56791   75.827167   8.166137e-01 0.71509097
## 199           Trak2     70827   32.994150   8.109356e-01 0.67918466
## 200          March2      <NA>   53.802013   8.052120e-01 0.63608075
## 201         Tbc1d30     74694    3.989511   7.962822e-01 1.62402894
## 202            Cmc2     66531   38.157156   7.868929e-01 0.65702507
## 203            Ctsb     13030   74.416928   7.809198e-01 0.42598334
## 204           Rps18     20084 1188.528678   7.710857e-01 0.15139058
## 205           Glrx5     73046  103.610991   7.708489e-01 0.45709440
## 206   1110038B12Rik     68763  181.437811   7.656070e-01 0.24947322
## 207          Atpif1     11983   62.767907   7.644392e-01 0.45563423
## 208           Rexo2    104444   71.057361   7.577904e-01 0.37343028
## 209           Olfm4    380924    3.842818   7.577647e-01 1.58162158
## 210            Cpox     12892   24.322042   7.500571e-01 0.72853652
## 211           Phf10     72057   38.926010   7.455093e-01 0.48490069
## 212           Pkdcc    106522   16.210983   7.375866e-01 1.94018206
## 213             Bsg     12215  181.082462   7.365920e-01 0.28830039
## 214            Gypc     71683   43.457137   7.296136e-01 0.58727442
## 215             Cfp     18636    9.006244   7.250701e-01 1.11662304
## 216            Optn     71648    5.173690   7.119838e-01 1.30959376
## 217           Hmox1     15368   11.338972   7.048514e-01 1.05489262
## 218            Emp3     13732   44.096773   6.886177e-01 0.78326941
## 219           Foxf2     14238    2.818913   6.819845e-01 1.60264114
## 220           Cpne2    234577    9.779878   6.673269e-01 1.25545657
## 221            Rps2     16898  611.896628   6.583793e-01 0.14304350
## 222          Clec4n     56620    4.669031   6.494712e-01 1.36681760
## 223             Tk1     21877   53.974221   6.415939e-01 0.59028787
## 224           Rpl14     67115  821.421358   6.408294e-01 0.15075021
## 225           Pdgfb     18591    3.475453   6.408211e-01 1.59900654
## 226           Vcam1     22329    7.008249   6.357327e-01 1.17054260
## 227            Rpsa     16785  904.950419   6.300521e-01 0.17492951
## 228           Rps25     75617  859.040319   6.257481e-01 0.13203443
## 229             Cd9     12527    5.507754   6.232182e-01 1.15390408
## 230           Rplp1     56040 3131.910390   6.126910e-01 0.13545944
## 231            C1qb     12260   10.012418   6.104854e-01 1.16062742
## 232           Rplp0     11837  847.268592   6.052079e-01 0.10523527
## 233          Rpl10a     19896  536.818624   5.980343e-01 0.11969358
## 234        Hsp90ab1     15516 1295.262902   5.801108e-01 0.11079897
## 235           Rps29     20090  477.250008   5.776980e-01 0.14883696
## 236           Hebp1     15199   35.439848   5.746166e-01 0.52742496
## 237           Fahd1     68636   11.335278   5.716432e-01 0.83318745
## 238            Ybx3     56449  156.634805   5.715164e-01 0.32413807
## 239           Rps12     20042 1743.818943   5.538597e-01 0.09432971
## 240          Impdh2     23918  114.847945   5.439944e-01 0.28952026
## 241            Ass1     11898   22.832106   5.403278e-01 0.61524299
## 242            Igf2     16002   88.237960   5.283373e-01 1.81844117
## 243           Birc5     11799  100.668037   5.264658e-01 0.38049090
## 244           Nt5c3    107569   58.137042   5.263607e-01 0.49638174
## 245            Rpl4     67891 2469.131555   5.237730e-01 0.11428505
## 246           Rab7b    226421    6.301096   5.180578e-01 1.21411761
## 247         Slc40a1     53945    7.676367   5.169872e-01 1.04153278
## 248         Slc29a1     63959   70.334615   5.145655e-01 0.31042445
## 249            Rpl3     27367  470.394427   5.053225e-01 0.12608688
## 250           Tubb5     22154  775.192907   5.003952e-01 0.18003872
## 251          Rpl36a     19982  633.847412   4.946184e-01 0.10921438
## 252           Rpl12    269261 1087.785617   4.930121e-01 0.11420076
## 253           Adrb2     11555    6.518586   4.874919e-01 1.02400384
## 254        Slc25a39     68066   56.908948   4.820676e-01 0.32271606
## 255            Tlr7    170743    3.323001   4.807478e-01 1.27122500
## 256            Gzma     14938    7.347054   4.762440e-01 1.13178625
## 257           Hoxb8     15416   23.202097   4.710500e-01 1.53964399
## 258           Rpl35     66489  725.299840   4.604331e-01 0.10667639
## 259           Rpl11     67025  778.611950   4.581814e-01 0.11210893
## 260           Rpl32     19951 2728.709823   4.561747e-01 0.08501432
## 261          Eef1b2     55949  443.258969   4.559443e-01 0.12256016
## 262           Vopp1    232023   19.148371   4.557312e-01 0.59154262
## 263          Gnb2l1      <NA> 1643.508617   4.543480e-01 0.10024130
## 264             Pkm     18746  407.036911   4.424962e-01 0.14945483
## 265         Tmem14c     66154  131.425063   4.411208e-01 0.24657880
## 266            Tcp1     21454  228.361671   4.404436e-01 0.19097745
## 267           Rpl37     67281  420.207417   4.351972e-01 0.15096314
## 268           Plbd1     66857    5.175779   4.319758e-01 0.97084320
## 269         Slc43a1     72401   42.148823   4.302749e-01 0.47446973
## 270           Rplp2     67186 2675.974212   4.294343e-01 0.09749375
## 271          Ptdss2     27388   19.319660   4.287918e-01 0.58652949
## 272          Rps27a     78294  837.676997   4.258271e-01 0.10469066
## 273           Uqcc2     67267   96.659327   4.256951e-01 0.23375235
## 274           Mki67     17345  120.326455   4.255804e-01 0.24772067
## 275          Ndufb9     66218  155.270116   4.245040e-01 0.18318908
## 276          Eef1a1     13627 6288.765394   4.236928e-01 0.11789087
## 277           Memo1     76890   76.672894   4.205383e-01 0.25818694
## 278            Gpx4    625249   62.545208   4.192132e-01 0.26611069
## 279         Ranbp10     74334   25.669181   4.184029e-01 0.55747182
## 280          Ndufv3     78330   99.743421   4.165595e-01 0.22560153
## 281         Smpdl3b    100340    5.145720   4.139898e-01 1.04605962
## 282           Cks1b     54124  131.422712   4.138192e-01 0.25487231
## 283          Dnajb2     56812   13.505980   4.135992e-01 0.72569251
## 284            Pnpo    103711   26.329563   4.135602e-01 0.51500946
## 285            Cd82     12521   62.742732   4.130692e-01 0.32733155
## 286            Rps6     20104  245.773620   4.125574e-01 0.15205999
## 287           Cxcr3     12766    4.136566   4.115535e-01 1.22690923
## 288           Rpl28     19943 1941.021136   4.115213e-01 0.11987028
## 289           Ube2c     68612  145.192779   4.111357e-01 0.32111628
## 290            Ell2    192657    5.170687   4.091257e-01 0.94871240
## 291          Mrpl28     68611   68.161912   4.078849e-01 0.26966077
## 292             Fn1     14268    3.184697   4.076245e-01 1.17196053
## 293          Tuba1b     22143  135.917001   4.054574e-01 0.25953873
## 294          Tubb4b    227613  174.867772   4.039964e-01 0.20994154
## 295           Ppil1     68816   76.132719   4.034949e-01 0.27144725
## 296           Rpl7a     27176  874.709932   4.009210e-01 0.11709304
## 297          H2-Eb1     14969   20.199099   4.004503e-01 0.65563259
## 298           Rps23     66475  846.915470   4.000941e-01 0.11306817
## 299            Rps5     20103 2161.833427   4.000287e-01 0.09386207
## 300             Adk     11534   59.356777   3.966974e-01 0.29872981
## 301           Rpl41     67945 1410.484362   3.963326e-01 0.09769441
## 302            Cd47     16423   63.110358   3.959114e-01 0.29664601
## 303           Rpl19     19921  686.783200   3.948489e-01 0.10992155
## 304            Irf7     54123   18.024570   3.940310e-01 0.67634903
## 305            Rpl6     19988  492.326054   3.936071e-01 0.11684503
## 306           Uba52     22186  728.736597   3.873849e-01 0.10634224
## 307          S100a6     20200   34.726345   3.844791e-01 0.71073160
## 308            Ppox     19044   20.163293   3.833134e-01 0.54544060
## 309           Rpl13    270106  767.714049   3.825100e-01 0.10929158
## 310           Sntb1     20649    3.149306   3.823076e-01 1.25039467
## 311            Ctsd     13033   86.220581   3.802118e-01 0.26918538
## 312           Msrb1     27361   50.050456   3.795943e-01 0.30460401
## 313            Cdt1     67177   33.735518   3.754991e-01 0.41516702
## 314           Mkrn1     54484   63.129379   3.746854e-01 0.39855010
## 315           Rpl24     68193  369.217356   3.717166e-01 0.13624751
## 316           Rps15     20054 2749.258777   3.699594e-01 0.08778889
## 317         Tsc22d3     14605   64.740218   3.669610e-01 0.26724184
## 318        BC117090      <NA>    2.842725   3.663795e-01 1.21210345
## 319           Rbm38     56190  109.381714   3.655549e-01 0.25383474
## 320           Rps17     20068 1691.221140   3.625753e-01 0.10947114
## 321           Eif3i     54709  151.952269   3.560576e-01 0.20515116
## 322           Itsn1     16443    5.004670   3.540757e-01 0.87906519
## 323            Rps8     20116 1434.952761   3.532143e-01 0.09356018
## 324           Eef1g     67160  290.498154   3.515313e-01 0.15177837
## 325          Rpl23a    268449  993.884041   3.508010e-01 0.11071285
## 326          Anp32b     67628  431.608697   3.507393e-01 0.18680969
## 327          H2-Ab1     14961   84.401820   3.492875e-01 0.31083519
## 328           Rpl17    319195 1024.115346   3.484285e-01 0.12401196
## 329          Rad23a     19358   46.961548   3.481144e-01 0.36962660
## 330            Rpl9     20005 1054.688054   3.476320e-01 0.11279275
## 331          Pabpc1     18458  881.970266   3.453542e-01 0.11948808
## 332          Pcyt1a     13026   11.817770   3.437835e-01 0.59270245
## 333           Rps21     66481 2455.933162   3.431261e-01 0.09804517
## 334           Cd200     17470    5.490523   3.428385e-01 0.89724517
## 335           Hspa8     15481  313.156264   3.423197e-01 0.18527050
## 336          Pkmyt1    268930   19.949491   3.419520e-01 0.49193600
## 337          Gtf2f1     98053   62.688260   3.414796e-01 0.25445651
## 338           Rps13     68052  840.167062   3.411631e-01 0.10626340
## 339       Rpl34-ps1    619547 1170.918642   3.404897e-01 0.12452846
## 340            Rpl8     26961 1983.993537   3.400002e-01 0.14881331
## 341          Cox6b2    333182    5.502160   3.394410e-01 0.81692649
## 342           Ly6c2 100041546    5.510745   3.370341e-01 0.81455804
## 343          Rpl27a     26451  320.383078   3.356266e-01 0.15984345
## 344         Fam213a      <NA>   28.834471   3.354789e-01 0.48276441
## 345             Dek    110052  185.428144   3.325666e-01 0.21497561
## 346            Lsm2     27756   69.627234   3.313144e-01 0.27433906
## 347       Rpl14-ps1 100040970   60.513797   3.286863e-01 0.26099251
## 348   2410015M20Rik      <NA>   85.784966   3.263754e-01 0.23038543
## 349           Rpl27     19942  192.240731   3.257195e-01 0.18240634
## 350            Hn1l      <NA>   39.064207   3.242872e-01 0.36291184
## 351        Ifi27l2a     76933  119.021962   3.226066e-01 0.33365468
## 352           Psmb1     19170  273.854566   3.175817e-01 0.18816662
## 353            Rpl7     19989 1592.853745   3.170163e-01 0.12805973
## 354           Rps26     27370 2134.497061   3.156977e-01 0.10663961
## 355            Rps3     27050  930.215394   3.138748e-01 0.12520615
## 356         Cox7a2l     20463  307.046253   3.116245e-01 0.22745499
## 357          Rpl35a     57808  457.542896   3.092336e-01 0.14721390
## 358          Mrpl18     67681  119.801219   3.089184e-01 0.22807146
## 359           Rpl23     65019  698.463704   3.083399e-01 0.14119744
## 360           Psmb8     16913  289.604530   3.073503e-01 0.15664213
## 361           Rps4x     20102 1665.142887   3.059897e-01 0.10650057
## 362           Icosl     50723   12.470500   3.058415e-01 0.69480858
## 363            Lgmn     19141   28.770314   3.045339e-01 0.38834655
## 364            Npm1     18148  701.293110   3.024608e-01 0.16732827
## 365           Dpy30     66310  110.199675   3.008714e-01 0.21680785
## 366           Pfdn6     14976  128.144586   2.999134e-01 0.20918240
## 367            Mcm7     17220  144.236919   2.997918e-01 0.21505497
## 368          Csnk2b     13001  133.963034   2.995963e-01 0.20563178
## 369           Hint1     15254  340.210677   2.990987e-01 0.18337469
## 370   1110001J03Rik      <NA>   41.566206   2.989818e-01 0.28829709
## 371            Gmnn     57441   71.106680   2.977125e-01 0.27128984
## 372            Ldha     16828  310.764422   2.969439e-01 0.17634909
## 373           Ccne1     12447   22.128390   2.958651e-01 0.39984265
## 374         Rab26os     75614   19.474904   2.943474e-01 0.42350392
## 375           Rasd1     19416    3.972702   2.930268e-01 1.04373137
## 376            Mcm6     17219  127.554945   2.929780e-01 0.26335353
## 377            Lsp1     16985  338.845629   2.923987e-01 0.18453532
## 378           Nipa1    233280    4.002996   2.914042e-01 0.82651159
## 379            Tpi1     21991  102.441435   2.912318e-01 0.21427047
## 380            Rpl5 100503670  156.632260   2.887855e-01 0.19020043
## 381          Myl12b     67938  337.214163   2.865487e-01 0.18352046
## 382         Eif2ak1     15467   43.120974   2.865462e-01 0.32433034
## 383           Rps14     20044 2010.686192   2.847157e-01 0.14252008
## 384            Hip1    215114    2.982605   2.824698e-01 0.98105459
## 385           Eef1d     66656  109.089478   2.796760e-01 0.20734015
## 386          Polr1c     20016   55.553928   2.771465e-01 0.24949775
## 387             Trf     22041    7.342376   2.764605e-01 0.67633950
## 388           Tomm6     66119   84.915470   2.759242e-01 0.23881040
## 389           Rpl10    110954  767.701232   2.755511e-01 0.13746922
## 390          Ndufv2     72900   94.219056   2.752107e-01 0.23122339
## 391          Picalm    233489   64.362905   2.749293e-01 0.23622642
## 392          Sema6d    214968    3.823247   2.747794e-01 0.89556718
## 393           U2af1    108121  120.514650   2.738739e-01 0.20673591
## 394           Msrb3    320183   10.997799   2.727273e-01 0.56656467
## 395            Vars     22321  122.895013   2.726456e-01 0.20016952
## 396          Rpl18a     76808  584.325588   2.726120e-01 0.13799695
## 397          Slc7a5     20539   37.602289   2.707437e-01 0.28842103
## 398           Efna1     13636   30.524483   2.686240e-01 0.60841316
## 399           Rnf10     50849  112.064307   2.649281e-01 0.21477333
## 400          Tuba1c     22146   36.893680   2.627619e-01 0.30681924
## 401           Rps16     20055 1100.987268   2.614390e-01 0.12331651
## 402          Rps3a1     20091  848.588441   2.609680e-01 0.12767148
## 403          Nap1l1     53605  153.678484   2.595743e-01 0.22282565
## 404          Tuba4a     22145   79.713114   2.591327e-01 0.23300008
## 405           Oxct1     67041   61.286615   2.590037e-01 0.32897475
## 406          Igf2os    111975    2.812753   2.582065e-01 1.02916010
## 407           Neat1     66961   16.020672   2.576856e-01 0.52477075
## 408          Rpl13a     22121 1609.721289   2.559845e-01 0.13440644
## 409         Zfp36l2     12193  147.238991   2.559447e-01 0.39296111
## 410           Rps20     67427 2461.186565   2.559295e-01 0.12913600
## 411           Cdc37     12539  130.152929   2.558168e-01 0.19960451
## 412         Snora26 100313943    4.171531   2.551797e-01 1.06390632
## 413           Abcb6     74104   12.160249   2.543579e-01 0.47242409
## 414           Khsrp     16549   78.142448   2.543193e-01 0.22690584
## 415         Ndufb10     68342  143.492496   2.540111e-01 0.19486778
## 416          Elovl5     68801   69.821818   2.524767e-01 0.23288146
## 417        Slc25a38    208638   25.813669   2.524290e-01 0.37291303
## 418            Mcm5     17218  103.960111   2.515208e-01 0.25610798
## 419           Pxdc1     66895    8.991001   2.510747e-01 0.72167846
## 420        AI662270 100043636  161.444596   2.496412e-01 0.20977925
## 421           Rpl26     19941   84.073005   2.487363e-01 0.26650292
## 422          Metap2     56307   59.900209   2.482518e-01 0.24723617
## 423           Tceb2      <NA>  256.180195   2.482124e-01 0.19792014
## 424           Mrpl2     27398   64.488732   2.478319e-01 0.24295785
## 425            Phb2     12034  179.199890   2.475357e-01 0.18506860
## 426           Carm1     59035   27.771584   2.472488e-01 0.32784766
## 427           Cyb5a    109672  107.291775   2.471738e-01 0.32455422
## 428            Fzr1     56371   48.569369   2.457254e-01 0.26949578
## 429           Rpl29     19944   89.741726   2.452426e-01 0.22414351
## 430            Sell     20343  189.274649   2.444006e-01 0.34155513
## 431           Isca1     69046   21.149936   2.438034e-01 0.37672524
## 432          Chaf1a     27221   40.525351   2.429232e-01 0.32602095
## 433          Rpl37a     19981  649.651905   2.416744e-01 0.15387506
## 434           Eif3g     53356  159.429650   2.409302e-01 0.19070741
## 435           Mtch1     56462   79.769289   2.380638e-01 0.22884940
## 436           Metrn     70083   38.535840   2.379622e-01 0.34114978
## 437            Ncs1     14299    3.494345   2.372332e-01 0.81973771
## 438          Myl12a     67268  113.509948   2.365681e-01 0.20878853
## 439         Slc14a1    108052   13.672951   2.350911e-01 0.46730000
## 440           Lamb2     16779    5.650610   2.347629e-01 0.63952441
## 441            Asns     27053   17.673400   2.344282e-01 0.51091406
## 442           Chil3     12655    6.013599   2.333957e-01 0.65883600
## 443            Npm3     18150   63.511031   2.292427e-01 0.23487020
## 444            Sdc3     20970    3.338810   2.282359e-01 0.79531701
## 445            Fen1     14156   60.818771   2.278480e-01 0.23984198
## 446           Cotl1     72042  142.227046   2.276602e-01 0.22729939
## 447           Grb10     14783    8.133222   2.276218e-01 0.61462503
## 448            Hdgf     15191  202.463536   2.248562e-01 0.18977168
## 449          Hs3st2    195646    8.300048   2.244290e-01 0.70384488
## 450           Bola3     78653   51.215651   2.223458e-01 0.25581923
## 451           Ccna2     12428  104.933901   2.221702e-01 0.25719348
## 452           Pdzd4    245469    7.806472   2.220392e-01 0.59232919
## 453          Ppp2r4      <NA>  111.721214   2.220370e-01 0.19866616
## 454            Cyc1     66445  134.648069   2.215944e-01 0.19333010
## 455           Abhd4    105501   10.160314   2.215711e-01 0.47720156
## 456          Mrps34     79044   57.728603   2.190737e-01 0.22934753
## 457          Snrpd2    107686  213.865548   2.174778e-01 0.18630792
## 458          Rnf123     84585   27.316604   2.171952e-01 0.30608281
## 459            Uros     22276   25.479541   2.171551e-01 0.34557640
## 460         Mab21l2     23937    2.482193   2.168821e-01 0.93712656
## 461            E2f4    104394   73.180638   2.155300e-01 0.21642121
## 462            Lig1     16881   71.743522   2.153353e-01 0.25284249
## 463           Golm1    105348   15.311172   2.151790e-01 0.39314142
## 464         Rabgef1     56715   16.238523   2.141463e-01 0.57626723
## 465           Sorl1     20660    7.006077   2.136725e-01 0.58520149
## 466            Aif1     11629    3.168952   2.131419e-01 0.76012966
## 467            Rhoa     11848  277.120393   2.107582e-01 0.19254150
## 468          Dnajb4     67035    8.167250   2.092422e-01 0.51005177
## 469            Nme2     18103  199.000464   2.087179e-01 0.18080030
## 470           Tipin     66131  111.540553   2.071882e-01 0.26639983
## 471           Atp5h     71679  187.297227   2.065303e-01 0.18811734
## 472             Fbl     14113  109.920191   2.061828e-01 0.21142257
## 473           Cox5a     12858  367.554601   2.059212e-01 0.20470409
## 474           Rpl31    114641  210.803449   2.058927e-01 0.17539690
## 475          Tom1l1     71943    4.836221   2.057247e-01 0.61177625
## 476          Uqcr11     66594  148.467488   2.049898e-01 0.18791174
## 477            Sdhd     66925  142.206599   2.046261e-01 0.20749975
## 478            Mcm2     17216   97.011213   2.036883e-01 0.22069524
## 479           Stub1     56424   58.853140   2.035761e-01 0.22658907
## 480          Trim59     66949   48.880467   2.033281e-01 0.23101980
## 481            Oas3    246727    5.178199   2.031047e-01 0.63057308
## 482            Cd68     12514    7.345881   2.030123e-01 0.54379023
## 483           Rpl34     68436  213.642157   2.026322e-01 0.18063805
## 484           Cd160     54215    4.527979   2.019885e-01 0.73186461
## 485           Rpl18     19899 1059.642214   2.019443e-01 0.13505949
## 486           Gapdh     14433  171.143306   2.014526e-01 0.19304334
## 487           Dnmt1     13433   96.447750   2.011390e-01 0.26012290
## 488            Mns1     17427   17.293295   2.010147e-01 0.35284859
## 489            Dcps     69305   70.932913   2.005156e-01 0.23164047
## 490            Naca     17938  460.428225   2.001634e-01 0.14606596
## 491            Sod1     20655  303.065524   1.976857e-01 0.18263012
## 492         Rnase11    497113    5.844056   1.963076e-01 0.60130188
## 493          Klhdc3     71765   60.873974   1.962549e-01 0.21730337
## 494           Aplp2     11804   28.414102   1.949609e-01 0.28165613
## 495            Glo1    109801   33.262228   1.948600e-01 0.25089713
## 496           H2afz      <NA>  219.186996   1.937669e-01 0.21755303
## 497         Slc25a5     11740  428.863717   1.933970e-01 0.15015349
## 498          Ranbp1     19385  246.323103   1.931097e-01 0.18985579
## 499           Apex1     11792  178.713778   1.930736e-01 0.22453821
## 500          Mrpl12     56282   93.773792   1.928019e-01 0.20001920
## 501          Mthfd1    108156   39.426468   1.920563e-01 0.24362404
## 502          Uqcrc1     22273  186.872940   1.917816e-01 0.19978885
## 503             Me2    107029   60.156455   1.915951e-01 0.23429484
## 504            Cuta     67675   59.997607   1.913666e-01 0.22388079
## 505            E2f8    108961   23.763991   1.909410e-01 0.29511715
## 506            Rbm3     19652  274.610125   1.904314e-01 0.20138628
## 507           Gins1     69270   31.060279   1.889234e-01 0.28219091
## 508             Bok     51800   35.846647   1.884474e-01 0.38155811
## 509            Cks2     66197   61.629404   1.881322e-01 0.23228243
## 510           Hmga1     15361   37.918690   1.881321e-01 0.24119116
## 511            Cct5     12465  249.638775   1.877488e-01 0.16814959
## 512          Txnrd2     26462   15.485074   1.868823e-01 0.35800689
## 513           Ifi44     99899   12.493899   1.859843e-01 0.37590505
## 514           Tfdp1     21781   79.302827   1.853694e-01 0.20497358
## 515          Rps27l     67941  365.345397   1.847633e-01 0.19866360
## 516           Ramp1     51801    9.859032   1.847422e-01 0.59021745
## 517            Nme3     79059   47.382865   1.836492e-01 0.23172330
## 518            Mcm3     17215  111.263952   1.834917e-01 0.22154003
## 519           Eno1b    433182   78.722270   1.832062e-01 0.21498854
## 520           Atp5o     28080  239.399559   1.831392e-01 0.18492290
## 521           Syce2     71846   14.290766   1.827706e-01 0.37481140
## 522   5730508B09Rik      <NA>   10.334297   1.826733e-01 0.41510193
## 523            Cfl1     12631  943.086701   1.822306e-01 0.13162928
## 524          Ndufa7     66416  160.925845   1.821390e-01 0.17970943
## 525         Mir6236 102465959    3.197263   1.810640e-01 0.88823226
## 526           Abcf1    224742   82.140848   1.802856e-01 0.20040208
## 527             Pgp     67078   35.421109   1.797943e-01 0.23654580
## 528           Snrpc     20630   88.222068   1.797634e-01 0.20829159
## 529           Mydgf     28106   66.804043   1.795152e-01 0.21328066
## 530          Sppl2b     73218   15.831160   1.791116e-01 0.34419806
## 531             Fos     14281    4.342557   1.781361e-01 0.61015648
## 532         Gm10052    654467  158.943480   1.770340e-01 0.20787120
## 533           Wdr61     66317   63.493528   1.754119e-01 0.21221617
## 534            Nme1     18102  118.061952   1.747270e-01 0.18737637
## 535          Atp2b4    381290   28.304621   1.744874e-01 0.25687968
## 536           Rpl15     66480  158.300390   1.744413e-01 0.17846391
## 537            Pcna     18538  333.837551   1.739995e-01 0.18903271
## 538            Ly86     17084    4.650441   1.737755e-01 0.55679886
## 539           Azin1     54375   49.225888   1.729457e-01 0.21835638
## 540          Polr2f     69833   90.468518   1.727886e-01 0.19544552
## 541            Txn2     56551   88.824082   1.727482e-01 0.19701200
## 542        Rnaseh2c     68209   60.163151   1.726152e-01 0.21162280
## 543           Rps24     20088 1104.838131   1.723673e-01 0.18529728
## 544            Slbp     20492   83.070325   1.720709e-01 0.20761081
## 545            Sqle     20775   30.776666   1.718847e-01 0.24635657
## 546           Rab31    106572   30.585141   1.707318e-01 0.25490572
## 547            Xpo7     65246   19.651495   1.692308e-01 0.32010413
## 548          Rps15a    267019   99.949014   1.691320e-01 0.18959845
## 549           Ckap4    216197    5.158777   1.678841e-01 0.52109701
## 550           Rnps1     19826   32.251968   1.670309e-01 0.23636491
## 551           Rpl21     19933  187.192097   1.668365e-01 0.16930509
## 552          Tmsb4x     19241 3298.130920   1.662199e-01 0.12843765
## 553          Pabpc4    230721   45.766667   1.650792e-01 0.22094759
## 554       D17Wsu92e      <NA>   54.047255   1.644855e-01 0.21006702
## 555           Smyd2    226830   29.453143   1.643170e-01 0.28972143
## 556           Pttg1     30939   80.697037   1.641552e-01 0.22596539
## 557           C1qbp     12261  164.119157   1.640571e-01 0.19430055
## 558           Cdca8     52276   68.894948   1.637766e-01 0.23530068
## 559            Arf5     11844  121.552390   1.633143e-01 0.19649692
## 560           Efna5     13640    2.990854   1.631491e-01 0.66592948
## 561           Brpf3    268936   18.636419   1.631292e-01 0.27908565
## 562           Snhg3    399101   36.933166   1.630516e-01 0.23633345
## 563           Cpeb4     67579    8.502656   1.625839e-01 0.43764627
## 564             Ran     19384  151.536208   1.622068e-01 0.19140922
## 565          Tspan8    216350   16.344599   1.618414e-01 0.43948831
## 566            Ubp1     22221   37.440754   1.617715e-01 0.22546342
## 567            Flt1     14254    1.984938   1.614770e-01 0.80169318
## 568             Fau     14109  837.654142   1.614220e-01 0.13357344
## 569         Fam220a     67238   14.501551   1.605989e-01 0.36251848
## 570             Vim     22352  397.728371   1.600940e-01 0.18442318
## 571          Atp1a1     11928  107.060607   1.600655e-01 0.19354736
## 572           Cdca7     66953  101.880676   1.599781e-01 0.19799889
## 573           Abcg2     26357   22.138814   1.599153e-01 0.28691838
## 574           Prim1     19075   44.516041   1.589449e-01 0.22887272
## 575         Ankrd37    654824    5.840870   1.588786e-01 0.49842082
## 576            Plek     56193    7.498224   1.587183e-01 0.41714385
## 577            Rrm2     20135  142.951340   1.585748e-01 0.21044079
## 578            Mxd1     17119    8.168164   1.578384e-01 0.41546568
## 579          Nusap1    108907   66.744075   1.563100e-01 0.22499368
## 580          Slc3a2     17254   42.908945   1.558443e-01 0.21669821
## 581           H2afx      <NA>  263.543704   1.556643e-01 0.21762252
## 582         Mrps18a     68565   64.477235   1.553743e-01 0.20850778
## 583           Eif5a    276770  671.824994   1.546086e-01 0.15974756
## 584         Abhd14a     68644   11.659677   1.542066e-01 0.34018896
## 585          Mir20a    387139    8.918680   1.538423e-01 0.89755593
## 586            Ppib     19035  422.367386   1.535178e-01 0.17907531
## 587         Ppp2r1a     51792  149.682113   1.533215e-01 0.18473814
## 588             Mif     17319  286.718567   1.529512e-01 0.17339257
## 589          Retnlg    245195   10.525117   1.528698e-01 0.42131992
## 590            Cdv3    321022   78.082797   1.528161e-01 0.21073553
## 591          Gtf2h5     66467   59.330483   1.526449e-01 0.20247206
## 592          Adam10     11487   88.249990   1.523538e-01 0.18958460
## 593   0610011F06Rik      <NA>   24.115132   1.520336e-01 0.24225107
## 594           Cwc15     66070  126.431567   1.516679e-01 0.18853368
## 595           Bola2     66162  153.126976   1.509824e-01 0.17010761
## 596           Aurkb     20877   54.292487   1.509804e-01 0.22900147
## 597          Cuedc1    103841    6.804501   1.508154e-01 0.49449538
## 598          Snrpd3     67332  225.900320   1.507163e-01 0.16483477
## 599          Ctnnb1     12387  147.110818   1.497275e-01 0.20777978
## 600            Nhp2     52530  105.761461   1.496942e-01 0.19091160
## 601            Mcm4     17217   74.900054   1.495261e-01 0.21063341
## 602            Nkg7     72310    4.670371   1.492865e-01 0.52272659
## 603           Stt3b     68292   76.264619   1.487480e-01 0.19745608
## 604            Ccnf     12449   35.377557   1.485493e-01 0.23404026
## 605           Idh3a     67834   59.996078   1.485183e-01 0.20667447
## 606          Isyna1     71780   35.772907   1.484988e-01 0.22527599
## 607           Paics     67054  147.194918   1.484340e-01 0.18898537
## 608           Lpin2     64898   24.112587   1.483413e-01 0.24054442
## 609            Qars     97541   74.624926   1.483270e-01 0.19326723
## 610             H19     14955  102.011755   1.481314e-01 0.62766364
## 611          Nt5dc2     70021   18.902188   1.481145e-01 0.37250350
## 612          Timm8b     30057   77.257518   1.476972e-01 0.19804119
## 613         Tmem242     70544   69.103433   1.474091e-01 0.20662033
## 614            Ftl1     14325  469.514920   1.472051e-01 0.17792468
## 615            Cdk1     12534   40.355867   1.468004e-01 0.22979885
## 616           Rps19     20085 1051.214334   1.467126e-01 0.14229981
## 617           Rpl30     19946   52.882901   1.464681e-01 0.20325336
## 618           Psmb9     16912  156.505315   1.461403e-01 0.18929832
## 619          Nkain1     67149    2.982103   1.460217e-01 0.63641820
## 620            Fdps    110196   29.118971   1.460038e-01 0.22863630
## 621           Ccnb2     12442  108.498600   1.459652e-01 0.24162860
## 622           Uqcrq     22272  187.662280   1.457919e-01 0.16894319
## 623           Hmgb3     15354   40.041960   1.456751e-01 0.22039489
## 624             Dut    110074   69.086926   1.456726e-01 0.20956099
## 625            Anln     68743   17.603945   1.455553e-01 0.29431953
## 626           Rpp21     67676   39.223548   1.454797e-01 0.22091458
## 627          Minpp1     17330   34.428848   1.450605e-01 0.22047103
## 628            Rpa2     19891   58.451692   1.449526e-01 0.22084709
## 629         Snora21 100302498    7.883535   1.447186e-01 0.86831736
## 630           Cox5b     12859  181.108544   1.444803e-01 0.17362412
## 631           Psme3     19192  114.267546   1.436563e-01 0.18208489
## 632            Ppia    268373  544.564770   1.433084e-01 0.16357868
## 633            Bag1     12017   96.601335   1.429825e-01 0.17920162
## 634           Nelfe     27632   31.745315   1.416612e-01 0.22252260
## 635             Ncl     17975  202.195802   1.415446e-01 0.17601513
## 636          Scarb1     20778   21.785830   1.415362e-01 0.24450703
## 637           Hmgn1     15312  132.354303   1.414581e-01 0.19637890
## 638            P4hb     18453  139.626440   1.411314e-01 0.16993365
## 639         Uqcrfs1     66694   92.871886   1.397832e-01 0.18823437
## 640          Fn3krp    238024    6.999725   1.395323e-01 0.40744350
## 641          Atp5g2     67942   41.231550   1.394427e-01 0.20587936
## 642          Fbxo30     71865    6.337939   1.392295e-01 0.45477542
## 643           Gnptg    214505   20.128488   1.391872e-01 0.24783130
## 644            Msh6     17688   46.851523   1.390345e-01 0.21210319
## 645           Kifc1 100502766   19.102926   1.387055e-01 0.26553485
## 646         Alox5ap     11690   42.304853   1.385759e-01 0.22368353
## 647           Myh10     77579    4.335803   1.383737e-01 0.48413568
## 648          Ifitm2     80876  135.669823   1.382790e-01 0.17318917
## 649          Cox7a2     12866  203.083124   1.378126e-01 0.19146906
## 650            Clpp     53895   28.609305   1.376825e-01 0.22039577
## 651           Egfl7    353156   44.738934   1.374562e-01 0.34789912
## 652          Atp5g3    228033  424.862409   1.368367e-01 0.15192531
## 653            Tbl3    213773   30.431344   1.362830e-01 0.21648376
## 654           Cdca3     14793   39.677297   1.359900e-01 0.23416179
## 655            Rrm1     20133   93.488765   1.356874e-01 0.19800215
## 656          Cox4i1     12857  560.467046   1.356354e-01 0.14693790
## 657         Mir8112 102465900    6.876705   1.356145e-01 0.83838477
## 658          Exosc7     66446   57.341215   1.355547e-01 0.19351875
## 659            Suox    211389    5.824736   1.355421e-01 0.41795986
## 660         Atp6v0e     11974  123.555777   1.355206e-01 0.18606638
## 661   2810428I15Rik      <NA>   60.485240   1.354705e-01 0.19526733
## 662            Mpp6      <NA>   17.289884   1.345807e-01 0.25645267
## 663        Hs3st3b1     54710    5.820970   1.345608e-01 0.41718486
## 664         Carhsp1     52502   30.449167   1.345509e-01 0.23819476
## 665           Nudt9     74167   25.782250   1.345150e-01 0.22201353
## 666          Ddx39b     53817  281.957123   1.336303e-01 0.15256999
## 667           Cox7c     12867  119.451470   1.333970e-01 0.18363110
## 668            Rnf5     54197   34.600793   1.331701e-01 0.21064422
## 669            Rfc4    106344   42.028573   1.330345e-01 0.20914074
## 670            Rhoq    104215    9.143354   1.328055e-01 0.37186573
## 671           Psma4     26441  150.027120   1.323055e-01 0.18147444
## 672           Plcl2    224860   48.191339   1.321351e-01 0.20522811
## 673           Tcf19    106795   54.770629   1.318352e-01 0.22682755
## 674         Slc43a3     58207   43.874688   1.318257e-01 0.20179391
## 675            Nme4     56520   21.983735   1.316763e-01 0.24287456
## 676            Lyar     17089   63.684109   1.314672e-01 0.19171676
## 677          Dctpp1     66422   81.614393   1.314655e-01 0.18121038
## 678          Map2k3     26397   34.577490   1.312902e-01 0.20981300
## 679           Cenpa     12615   86.489773   1.312343e-01 0.21089188
## 680            Ttc7    225049   25.436436   1.310791e-01 0.22186568
## 681            Rps7     20115  549.710114   1.309074e-01 0.14643348
## 682          Lhfpl1    237091   10.123455   1.308862e-01 0.43818676
## 683            Ctss     13040   98.844405   1.305842e-01 0.18590092
## 684   1190002F15Rik      <NA>   47.991762   1.303892e-01 0.21812403
## 685            Uaca     72565   75.455515   1.297221e-01 0.19227509
## 686           Calm2     12314  336.516337   1.296551e-01 0.17170161
## 687           Nedd4     17999   91.859669   1.295284e-01 0.19703658
## 688           Fads2     56473   22.903442   1.295218e-01 0.29339204
## 689           Traf7    224619   50.526876   1.290619e-01 0.19406270
## 690          Fcgr2b     14130   14.634178   1.290381e-01 0.30504720
## 691           Shmt2    108037   83.316500   1.289718e-01 0.18929884
## 692            Apeh    235606   51.715024   1.289071e-01 0.19385318
## 693         Snora31 100303751    6.226249   1.288327e-01 0.81628445
## 694            Snx3     54198   96.369865   1.288297e-01 0.17905533
## 695           Naa10     56292   79.944470   1.286987e-01 0.18540108
## 696           Taf1d     75316   78.659679   1.285412e-01 0.18294764
## 697            Prc1    233406   43.179906   1.285027e-01 0.21209806
## 698           Rab6b    270192    6.125104   1.283771e-01 0.60946379
## 699           Tpcn1    252972   25.109310   1.282785e-01 0.22723521
## 700        Atp6v0a1     11975    7.998813   1.275987e-01 0.34141391
## 701           Pole3     59001   55.006812   1.273185e-01 0.19364444
## 702           Dusp1     19252    8.999381   1.270468e-01 0.33048773
## 703         Snora7a 100217451    2.355878   1.268336e-01 0.74349995
## 704   2810417H13Rik      <NA>  110.806463   1.266729e-01 0.22323661
## 705           Tacc3     21335   37.540288   1.266411e-01 0.21110254
## 706            Rpa1     68275   88.537358   1.265023e-01 0.18637048
## 707            Cmas     12764   46.119235   1.264993e-01 0.22356072
## 708          Ndufv1     17995   57.509208   1.261472e-01 0.18954277
## 709            Ipo7    233726   77.113763   1.257055e-01 0.18601506
## 710          Incenp     16319   66.753594   1.256455e-01 0.19862822
## 711           Spag5     54141   25.914666   1.254138e-01 0.22504233
## 712         Fam214b    230088    9.507226   1.251635e-01 0.35125507
## 713   2500002B13Rik     78353    6.501740   1.250920e-01 0.40293464
## 714           Stmn1     16765  102.797894   1.250904e-01 0.19327066
## 715         Abhd16a    193742   34.079210   1.249756e-01 0.20375401
## 716            Ssr4     20832  142.662018   1.247630e-01 0.16296113
## 717           Aurka     20878   31.893539   1.246554e-01 0.21739276
## 718           Fbxo7     69754   17.976070   1.242255e-01 0.24497887
## 719           Sgol1      <NA>   17.271194   1.240423e-01 0.26144129
## 720            Cdc6     23834   12.968853   1.240207e-01 0.26895232
## 721           Cenph     26886   22.917029   1.236764e-01 0.23939190
## 722         Dnase2a     13423    8.824837   1.235759e-01 0.31974891
## 723            Orc6     56452   27.416918   1.231848e-01 0.21623674
## 724        Tnfrsf14    230979   18.676859   1.231718e-01 0.27880936
## 725           Lamp1     16783  104.864363   1.230697e-01 0.17113152
## 726        B4galnt1     14421   47.244539   1.211834e-01 0.20489111
## 727           Kif22    110033   48.471759   1.210945e-01 0.21227360
## 728         Mir8094 102465886    5.454231   1.207424e-01 0.78924559
## 729   4933432K03Rik     75793    5.294946   1.190015e-01 0.78338105
## 730          Rpl7l1     66229   63.672510   1.188996e-01 0.17986462
## 731           Usp32    237898   11.493123   1.187866e-01 0.28603778
## 732           G6pdx     14381   18.962227   1.187775e-01 0.22685309
## 733          Eif4a1     13681  239.892395   1.187397e-01 0.15463507
## 734           Wdhd1    218973   20.938674   1.184656e-01 0.22887537
## 735            Stx2     13852   15.147783   1.182059e-01 0.25523481
## 736          Stradb    227154   17.484408   1.177499e-01 0.24148828
## 737         Slc44a1    100434   17.406987   1.177240e-01 0.33749000
## 738         Oaz1-ps 100041965   81.772007   1.175703e-01 0.18032116
## 739          Fignl1     60530   28.052868   1.174590e-01 0.23508871
## 740            Rnf7     19823   83.688017   1.174220e-01 0.19444754
## 741           Snhg5     72655   67.893986   1.173402e-01 0.18451593
## 742           Cfdp1     23837   77.921196   1.172042e-01 0.18038099
## 743            Mpst    246221   36.909899   1.170526e-01 0.19714235
## 744           Wdr43     72515   70.878361   1.169838e-01 0.18360644
## 745          Endod1     71946   41.006354   1.169192e-01 0.21595529
## 746          Bnip3l     12177   47.409399   1.167146e-01 0.19308400
## 747            Etfa    110842   85.668304   1.165890e-01 0.19279082
## 748           Ube2s     77891   45.185577   1.164538e-01 0.19450965
## 749           Banf1     23825  149.523120   1.162929e-01 0.16610350
## 750           Fads1     76267   27.071757   1.162380e-01 0.21901713
## 751           Ccnb1    268697   37.508623   1.159093e-01 0.22278556
## 752           Cdc5l     71702   52.357203   1.158062e-01 0.18423345
## 753           Nudt4     71207   54.527105   1.156307e-01 0.18283424
## 754           Lonp1     74142   40.877130   1.154942e-01 0.19550389
## 755        Rad51ap1     19362   18.436987   1.154427e-01 0.24046249
## 756           Acat2    110460   12.307575   1.153592e-01 0.25942124
## 757           Mrpl3     94062   61.300920   1.147570e-01 0.18503873
## 758         Tmem119    231633    4.880033   1.143313e-01 0.76757150
## 759           Hspe1     15528  107.253403   1.142492e-01 0.16582212
## 760      D1Ertd622e      <NA>   24.960817   1.142409e-01 0.20964826
## 761           Spc24     67629   43.469370   1.136269e-01 0.22805036
## 762           Bsdc1    100383   27.974328   1.135071e-01 0.22673784
## 763           Parvb    170736    6.165756   1.132110e-01 0.37013424
## 764           Wdr46     57315   41.076583   1.130640e-01 0.19032127
## 765   2310061I04Rik     69662   19.299322   1.129182e-01 0.22213367
## 766            Rfc5     72151   36.877736   1.127687e-01 0.20126716
## 767            Cdk4     12567  249.705527   1.125802e-01 0.14560090
## 768          Gm6793    627828  386.507554   1.123120e-01 0.16515878
## 769           Fbxo9     71538   27.952469   1.114888e-01 0.21221327
## 770         Fam173a      <NA>   50.868533   1.113074e-01 0.18339719
## 771           Dhx16     69192   42.548332   1.112302e-01 0.18892202
## 772          Mrpl53     68499   42.725345   1.112142e-01 0.19002249
## 773           Aldoa     11674  246.235218   1.111312e-01 0.14622169
## 774            Dstn     56431   38.095939   1.106535e-01 0.19150193
## 775          Cox6a1     12861  338.600459   1.104456e-01 0.15024047
## 776          Sh3gl1     20405   41.728873   1.098639e-01 0.18833672
## 777           Ssrp1     20833  179.427654   1.097390e-01 0.16021084
## 778          Atp5g1     11951   44.047626   1.095889e-01 0.18748880
## 779          Hnrnpm     76936  269.038448   1.091388e-01 0.14321642
## 780            Msh2     17685   50.689773   1.091385e-01 0.18163367
## 781           Chek2     50883    9.317609   1.090006e-01 0.28000585
## 782          Stra13      <NA>   60.129622   1.088592e-01 0.18330102
## 783          Topbp1    235559   76.404434   1.086286e-01 0.18590507
## 784           Rpl22     19934  228.229741   1.085268e-01 0.14337329
## 785            Mdh2     17448  199.792361   1.080610e-01 0.14543348
## 786           Smap1     98366   37.410579   1.079806e-01 0.19156127
## 787         Slc48a1     67739   25.463662   1.078297e-01 0.20790341
## 788            Plp2     18824   57.709750   1.071892e-01 0.18237190
## 789            Gclc     14629   63.497162   1.067806e-01 0.17547784
## 790            Tpm1     22003   54.386210   1.067613e-01 0.17920525
## 791         Galnt14     71685   15.612620   1.065747e-01 0.31321762
## 792           Cd24a     12484  499.514836   1.064826e-01 0.18187779
## 793            Ldlr     16835   13.807701   1.063265e-01 0.25270071
## 794           Pola2     18969   36.732024   1.063260e-01 0.18919954
## 795           Rps11     27207 2856.062633   1.060792e-01 0.12155999
## 796            Brd7     26992   84.074503   1.056250e-01 0.17323239
## 797           Ddah2     51793   22.592142   1.055530e-01 0.23950061
## 798          Ankle1    234396    7.651248   1.054183e-01 0.30493457
## 799          Plxnb2    140570   27.119376   1.054041e-01 0.28114838
## 800            Nasp     50927   81.888629   1.053720e-01 0.17396938
## 801            Epn1     13854   84.630818   1.052691e-01 0.16453662
## 802             Ezr     22350  242.117380   1.051767e-01 0.16385644
## 803           Cul4a     99375   30.947088   1.050633e-01 0.19461468
## 804          Ndufb8     67264  163.149046   1.049284e-01 0.16346167
## 805          Uqcr10     66152  249.388327   1.045684e-01 0.15163151
## 806          Hirip3    233876   34.382816   1.045175e-01 0.20139476
## 807          S100a1     20193    9.653478   1.041671e-01 0.26882973
## 808          Tmem91    320208   12.075987   1.035770e-01 0.43648595
## 809           Phpt1     75454   64.788593   1.035508e-01 0.17741380
## 810            Eif5    217869  103.472246   1.034507e-01 0.16643779
## 811           Siva1     30954   54.618893   1.032521e-01 0.19542841
## 812           Sep15      <NA>  145.057566   1.031932e-01 0.15514906
## 813          Ifnar2     15976   21.295426   1.029684e-01 0.20860238
## 814           Myo1e     71602    7.310285   1.029508e-01 0.31625431
## 815            Vapa     30960  110.846250   1.028720e-01 0.15754743
## 816           Haghl     68977   19.451233   1.025848e-01 0.21357257
## 817           Mtfr1     67472   20.301855   1.024266e-01 0.21268827
## 818          Ccdc23      <NA>   47.544108   1.022557e-01 0.17948748
## 819           Gins2    272551   34.862799   1.018097e-01 0.20407601
## 820         Nsmce4a     67872  106.502966   1.014801e-01 0.16153261
## 821          Pabpn1     54196  168.954253   1.014701e-01 0.14912840
## 822          Agpat4     68262    8.833424   1.014366e-01 0.30176612
## 823            Plk1     18817   48.639473   1.014039e-01 0.19643433
## 824           Kif23     71819   38.338820   1.013685e-01 0.20662559
## 825        Timeless     21853   20.772957   1.013363e-01 0.21261666
## 826         Mthfd1l    270685   46.356029   1.013244e-01 0.18171908
## 827           Kcnn4     16534   73.553016   1.013126e-01 0.18139474
## 828            Klf2     16598   24.044648   1.012504e-01 0.27249611
## 829          Mrpl13     68537   82.756865   1.012321e-01 0.16577637
## 830           Mrpl4     66163   46.853051   1.012125e-01 0.18222726
## 831           Cdc45     12544   25.413789   1.010343e-01 0.20506119
## 832           Hvcn1     74096    9.003360   1.008787e-01 0.33466304
## 833           Eif3h     68135  344.759836   1.008594e-01 0.13680898
## 834          Map2k1     26395   51.328735   1.006927e-01 0.18252619
## 835          Ncapd2     68298   60.264607   1.003758e-01 0.18667554
## 836            Pfn1     18643 1105.168452   9.993459e-02 0.12146397
## 837             Nbn     27354   15.461410   9.986047e-02 0.22216524
## 838          Necap2     66147   61.326995   9.979590e-02 0.16985648
## 839          Mrpl52     68836  140.378527   9.951146e-02 0.15691720
## 840          Fbxo22     71999   37.161106   9.942462e-02 0.23076644
## 841             Nrm    106582   45.512036   9.936110e-02 0.19023329
## 842         Ehbp1l1    114601   29.294169   9.922462e-02 0.19980882
## 843   2410006H16Rik     69221  261.226920   9.889947e-02 0.14947617
## 844            Dok4    114255    3.982996   9.865023e-02 0.40610264
## 845           Gucd1     68778   16.985560   9.861146e-02 0.23183063
## 846           Nadk2     68646   22.789912   9.857890e-02 0.20377112
## 847   1700037H04Rik     67326   24.292004   9.849166e-02 0.20110815
## 848         Hdgfrp2      <NA>   48.543435   9.843900e-02 0.17454120
## 849          Map4k5    399510   12.315177   9.830766e-02 0.23617954
## 850           Psma1     26440  140.561707   9.830086e-02 0.15402727
## 851          Taldo1     21351  154.955936   9.817850e-02 0.15479022
## 852           Crim1     50766    9.146335   9.815490e-02 0.26609865
## 853         Snora52 100217419    1.851047   9.811340e-02 0.66226024
## 854         C1qtnf6     72709   27.273253   9.807815e-02 0.19288986
## 855          Tgfbr2     21813   57.362624   9.797390e-02 0.19607809
## 856          Sec61g     20335   22.278552   9.767748e-02 0.20776618
## 857          Spred1    114715   40.195054   9.758903e-02 0.22729442
## 858            Hexb     15212   33.903825   9.754758e-02 0.18631499
## 859            Rps9     76846 2390.753791   9.742953e-02 0.11188084
## 860            Nsg2     18197    6.944003   9.715035e-02 0.70815490
## 861         Ppp2r5d     21770   33.560990   9.677967e-02 0.18953082
## 862          Dnajc9    108671  112.700868   9.667598e-02 0.18157457
## 863           Agfg2    231801   12.319515   9.663457e-02 0.23536848
## 864           Chek1     12649   15.111355   9.662264e-02 0.23269321
## 865          Amotl2     56332    1.818077   9.646682e-02 0.65752296
## 866            Ctsz     64138  104.773663   9.640518e-02 0.16077974
## 867           Nrarp     67122    7.463250   9.635287e-02 0.34977166
## 868           Tbx19     83993    2.983513   9.625740e-02 0.46533209
## 869            Ppa1     67895   55.021721   9.586363e-02 0.18278874
## 870            Etv4     18612    6.330854   9.585841e-02 0.36189406
## 871          Mthfd2     17768   28.439925   9.582615e-02 0.19129116
## 872          Mrpl14     68463   49.045893   9.546889e-02 0.17165784
## 873            Vat1     26949    7.160538   9.525791e-02 0.30113115
## 874           Pdcd2     18567   41.568974   9.524351e-02 0.17694990
## 875           Osgep     66246   74.296046   9.513943e-02 0.17636144
## 876          H2-DMa     14998    5.840528   9.512411e-02 0.33208505
## 877          Cox6b1    110323  371.249295   9.450790e-02 0.14325993
## 878            E2f1     13555   12.632203   9.399856e-02 0.23027221
## 879           Spry1     24063    6.673028   9.399751e-02 0.37645897
## 880       Serpinb6a     20719   16.131347   9.387205e-02 0.22307224
## 881         Dpy19l1    244745   20.115333   9.383863e-02 0.20140191
## 882            Tmpo     21917  179.807661   9.362037e-02 0.16529339
## 883            Comt     12846   19.462388   9.355917e-02 0.20405812
## 884          Cyb5r3    109754   22.289567   9.351194e-02 0.19644724
## 885            Ipo5     70572   91.221737   9.350974e-02 0.16402168
## 886           Nup85    445007   39.548614   9.339297e-02 0.17892792
## 887           Ddx39      <NA>  114.982421   9.325684e-02 0.15525293
## 888         Morf4l1     21761   60.141562   9.324028e-02 0.17009422
## 889           Rbbp7    245688  127.386959   9.322433e-02 0.16373514
## 890          Mrpl42     67270   80.062541   9.317339e-02 0.16554223
## 891         Krtcap3     69815    4.524232   9.302659e-02 0.43535062
## 892           Kpna2     16647   27.746734   9.299227e-02 0.19164878
## 893            Rhob     11852   37.292134   9.276303e-02 0.18500527
## 894            Deb1      <NA>   22.772707   9.269731e-02 0.19662923
## 895            Gps2     56310   43.576281   9.268081e-02 0.17342514
## 896           Pcbp2     18521  193.958475   9.262928e-02 0.14474949
## 897           Rpl39     67248 1209.770260   9.259513e-02 0.12299007
## 898           Tnni2     21953   42.982290   9.254477e-02 0.22174092
## 899           Cript     56724   56.837623   9.237018e-02 0.16868518
## 900          Mrps22     64655   27.744639   9.208931e-02 0.19134178
## 901         Anapc15     75430   30.239717   9.207315e-02 0.18775922
## 902           Atp5k     11958  502.626790   9.207024e-02 0.13744569
## 903            Mpc1     55951   15.292487   9.202999e-02 0.21560557
## 904             Tkt     21881  146.331812   9.196519e-02 0.15035520
## 905         Prelid1     66494  170.234216   9.176668e-02 0.15364907
## 906           Ppm1g     14208  110.379113   9.156957e-02 0.14857585
## 907           Hells     15201   36.205048   9.139255e-02 0.18600762
## 908           Gpaa1     14731   22.443281   9.129255e-02 0.19729507
## 909            Cdyl     12593   13.629640   9.121311e-02 0.22937147
## 910            Mafg     17134    9.997653   9.118327e-02 0.25365406
## 911          Prkag1     19082   48.551666   9.105031e-02 0.16970309
## 912           Hmgb2     97165  202.501967   9.076445e-02 0.17084618
## 913           Uhrf1     18140  106.140539   9.071369e-02 0.15923134
## 914             Ung     22256   19.442971   9.059858e-02 0.20281626
## 915         Rpl37rt 100502825   25.933018   9.051195e-02 0.18948806
## 916        Rnaseh2b     67153   29.736981   9.029026e-02 0.18659901
## 917            Smc2     14211   47.000836   9.021117e-02 0.17726174
## 918           Fkbp2     14227   56.324148   9.018289e-02 0.16949100
## 919          H2-Ke6     14979   40.262096   9.014668e-02 0.17702170
## 920         Fam162a     70186   64.347385   8.993104e-02 0.16628182
## 921             Pnp     18950  163.520769   8.989622e-02 0.20780530
## 922            Cst3     13010  469.604735   8.977402e-02 0.13830455
## 923           Nubp2     26426   49.386551   8.973237e-02 0.16968186
## 924           Kif15    209737   29.696185   8.971232e-02 0.21131923
## 925           Irgm2     54396   11.329020   8.962624e-02 0.26151286
## 926            Bzw2     66912   83.327825   8.956198e-02 0.15728196
## 927             Dtl     76843   21.753167   8.953528e-02 0.20371000
## 928           Clic1    114584  434.412379   8.947214e-02 0.13631558
## 929          Prkab1     19079   43.183479   8.940358e-02 0.17803855
## 930            Cbx5     12419   28.744978   8.936985e-02 0.18817152
## 931          Commd4     66199   64.785042   8.929521e-02 0.16684814
## 932            Pmm1     29858    7.655323   8.875033e-02 0.26615683
## 933           Emid1    140703   10.966707   8.866403e-02 0.30484870
## 934             Grn     14824   21.271955   8.844807e-02 0.19759573
## 935            Smc6     67241   46.373587   8.828321e-02 0.16999866
## 936           Htra2     64704   29.957409   8.817867e-02 0.18370733
## 937         Snrnp25     78372   35.234926   8.806249e-02 0.17776366
## 938           Cenpq     83815   34.882653   8.799512e-02 0.18131121
## 939         Slc30a9    109108   27.956577   8.789238e-02 0.18787917
## 940            Mlf2     30853   87.251529   8.779940e-02 0.15387820
## 941          Zfp598    213753   26.449967   8.775177e-02 0.18545098
## 942           Cd2ap     12488   25.588471   8.773084e-02 0.18924096
## 943         Snrnp70     20637  173.578179   8.729762e-02 0.13828313
## 944         Rangap1     19387   82.093653   8.694604e-02 0.15429789
## 945            Add1     11518   72.998895   8.687159e-02 0.16469149
## 946          Gm6644    626009   16.290898   8.685987e-02 0.27374491
## 947            Cct8     12469  163.263690   8.685967e-02 0.14260576
## 948           Pdap1    231887   54.017568   8.675689e-02 0.16606101
## 949            Hars     15115   56.191104   8.670302e-02 0.16266452
## 950           Hacd1     30963   11.981123   8.667466e-02 0.22255467
## 951            Bag6    224727   85.909715   8.662227e-02 0.15471010
## 952            Hat1    107435   58.298809   8.657952e-02 0.16880217
## 953          Zwilch     68014   15.769947   8.657442e-02 0.22237564
## 954           Smdt1     69029  180.016434   8.655944e-02 0.14121583
## 955           Cox8a     12868  437.457965   8.618198e-02 0.13240348
## 956         Gm15772 100034726  312.392624   8.615870e-02 0.12866902
## 957            Ctse     13034  259.303803   8.598142e-02 0.16400470
## 958            Pop5    117109   28.092096   8.554525e-02 0.18127741
## 959             Pgd    110208   67.175892   8.534160e-02 0.15688020
## 960         St3gal4     20443   16.777299   8.526434e-02 0.20733287
## 961           Traip     22036   11.127146   8.509116e-02 0.23853798
## 962            Rsu1     20163   65.813558   8.502995e-02 0.15812653
## 963           Arcn1    213827   87.547406   8.502427e-02 0.15527338
## 964          Ncapd3     78658   23.257882   8.494559e-02 0.19034696
## 965          Pea15a     18611   14.456503   8.489779e-02 0.21458894
## 966             Ttk     22137   25.720226   8.484632e-02 0.20614494
## 967   1810058I24Rik     67705   45.912135   8.473160e-02 0.17088668
## 968          Snrpd1     20641  138.346491   8.456212e-02 0.15528755
## 969              Qk     19317   60.475508   8.404820e-02 0.16266755
## 970          Gtpbp2     56055   39.939643   8.401563e-02 0.17569889
## 971            Sypl     19027   31.434620   8.396948e-02 0.18774184
## 972          Larp1b    214048   11.820983   8.392283e-02 0.22956971
## 973           Itgb7     16421    4.841542   8.378634e-02 0.34347194
## 974          Nhp2l1      <NA>   38.900568   8.369629e-02 0.17115058
## 975           Calr4    108802    2.499819   8.354795e-02 0.49947843
## 976          Zfp414    328801   21.446682   8.347919e-02 0.18841106
## 977          Samhd1     56045   19.169891   8.337245e-02 0.20761411
## 978           Gpsm2     76123   14.129096   8.335408e-02 0.21673970
## 979           Psat1    107272   89.055845   8.325472e-02 0.15998377
## 980           Taf11     68776   40.710074   8.323238e-02 0.17002055
## 981           Eif3l    223691  140.622068   8.314520e-02 0.13959657
## 982            Rcc1    100088   45.199871   8.293780e-02 0.16835172
## 983         Mrps18b     66973   23.612987   8.291458e-02 0.18452378
## 984             Cd2     12481   19.401705   8.282300e-02 0.29773496
## 985           Fkbp5     14229   17.261268   8.281008e-02 0.22958367
## 986          Mad2l1     56150   48.966969   8.279670e-02 0.17919095
## 987          Fam96a      <NA>  134.387704   8.242892e-02 0.14858614
## 988            Sod2     20656   20.800387   8.204826e-02 0.18983602
## 989           Atp5d     66043  159.677923   8.182638e-02 0.13950878
## 990           Scrn3     74616    6.656172   8.181378e-02 0.26687104
## 991           Kif11     16551   55.593814   8.176454e-02 0.18133706
## 992            Nfs1     18041   22.112914   8.159209e-02 0.18580820
## 993            Tspo     12257   89.013962   8.138891e-02 0.17001165
## 994            Pfkm     18642   10.315276   8.130528e-02 0.22749050
## 995           Mcm10     70024   15.781549   8.127255e-02 0.20447603
## 996           Snrpb     20638  269.155226   8.125713e-02 0.12995144
## 997           Romo1     67067   93.245953   8.107641e-02 0.14593099
## 998          Kctd20     66989   46.545002   8.099800e-02 0.16362667
## 999           Gnai2     14678  373.284821   8.090707e-02 0.13007199
## 1000         Mif4gd     69674   13.815979   8.075599e-02 0.20943522
## 1001           Rpn2     20014  104.652738   8.065729e-02 0.15322508
## 1002           Smc4     70099  139.647244   8.061427e-02 0.15389464
## 1003           Ppt2     54397   12.631759   8.059049e-02 0.21399379
## 1004          Fance     72775   14.136143   8.057032e-02 0.20679073
## 1005          Sirpa     19261    9.815766   8.040858e-02 0.22698080
## 1006         Exosc8     69639   44.197143   8.024393e-02 0.16615402
## 1007          Arap2    212285    5.994326   8.010944e-02 0.29217002
## 1008           Lsm7     66094   24.439134   7.983465e-02 0.18351696
## 1009          Top2a     21973  167.132204   7.980577e-02 0.16402962
## 1010            Blm     12144   15.951643   7.964104e-02 0.19962856
## 1011        Smarcc1     20588   62.314764   7.949818e-02 0.15856860
## 1012         Chtf18    214901   12.788560   7.945102e-02 0.21691559
## 1013          Hspa9     15526  141.952127   7.940162e-02 0.14621323
## 1014           Mogs     57377   53.366085   7.904908e-02 0.16213168
## 1015         Arpp19     59046   39.369470   7.889933e-02 0.17049583
## 1016            Srm     20810   64.757416   7.885289e-02 0.16693659
## 1017           Rab1      <NA>   43.869156   7.879875e-02 0.16606722
## 1018         Ncaph2     52683   66.286166   7.879015e-02 0.15730181
## 1019          Atg4d    235040   17.798686   7.863590e-02 0.19422999
## 1020          Cdca5     67849   27.222946   7.838140e-02 0.18966365
## 1021           Oip5     70645   12.291972   7.818968e-02 0.21597285
## 1022        Snrnp40     66585   76.749553   7.815360e-02 0.15414091
## 1023         Nudt19    110959   28.430931   7.815140e-02 0.17468278
## 1024        Fam126a     84652   11.988518   7.788383e-02 0.21931887
## 1025         Cdc25c     12532    9.298171   7.788079e-02 0.24211007
## 1026         Ccdc34     68201   16.952162   7.778668e-02 0.19428520
## 1027          Srpk1     20815   51.559599   7.745321e-02 0.15976954
## 1028         Cdc25a     12530   29.917476   7.744880e-02 0.17359286
## 1029           Myl6     17904  188.083722   7.740649e-02 0.13253839
## 1030           Nptn     20320   57.311143   7.739684e-02 0.16282098
## 1031         Pdlim1     54132   14.800205   7.736287e-02 0.20960222
## 1032           Kif4     16571   19.756081   7.732707e-02 0.19679807
## 1033           Ptms     69202  117.380084   7.730585e-02 0.18566031
## 1034          Ncoa7    211329   14.967584   7.715456e-02 0.19705215
## 1035          Espl1    105988   12.959091   7.712066e-02 0.20977539
## 1036           Mea1     17256   53.526775   7.709391e-02 0.15772231
## 1037            Spr     20751   13.636467   7.701654e-02 0.20484347
## 1038          Thyn1     77862   40.062541   7.697468e-02 0.16612991
## 1039          Dtymk     21915  117.969965   7.692075e-02 0.14113318
## 1040          Ncapg     54392   30.553874   7.678675e-02 0.17897806
## 1041           Nfya     18044   70.321289   7.674951e-02 0.15609210
## 1042          Bub1b     12236   61.378744   7.663525e-02 0.18329299
## 1043  1500012F01Rik      <NA>  138.627527   7.658457e-02 0.14854440
## 1044          Ap2a2     11772   26.759095   7.625271e-02 0.17732121
## 1045         Mrpl30    107734   76.441762   7.622043e-02 0.15591447
## 1046          Sept7      <NA>  134.821213   7.620076e-02 0.15435508
## 1047          Eif1b     68969   81.721338   7.603013e-02 0.15223568
## 1048          Ywhae     22627  350.553385   7.574236e-02 0.12726195
## 1049          Cdh17     12557   83.700130   7.573754e-02 0.32451642
## 1050          Zcrb1     67197   51.199598   7.560675e-02 0.15695427
## 1051           Bak1     12018   62.999863   7.559138e-02 0.15209355
## 1052          Tfdp2    211586   34.931637   7.557502e-02 0.17770985
## 1053          Hmgn5     50887   51.793360   7.555629e-02 0.17488319
## 1054        Arl6ip4     65105   52.032792   7.546239e-02 0.15738108
## 1055          Cep76    225659   10.479598   7.523001e-02 0.21677721
## 1056          Arl4a     11861    9.837580   7.521351e-02 0.24102925
## 1057          Cdc20    107995   71.031668   7.502441e-02 0.17185269
## 1058          Fdx1l      <NA>   27.602647   7.499881e-02 0.17351059
## 1059          Thoc6    386612   39.544707   7.490678e-02 0.16487088
## 1060          Prim2     19076   57.691706   7.483279e-02 0.15726248
## 1061         Kif20a     19348   30.381685   7.472500e-02 0.18029655
## 1062          Mpzl1     68481    5.815279   7.452948e-02 0.27931266
## 1063          Yipf4     67864   35.756294   7.450662e-02 0.16862438
## 1064          Myo5a     17918   13.461065   7.442859e-02 0.21875790
## 1065        Tmem173      <NA>   36.602002   7.420413e-02 0.16899179
## 1066           Ybx1     22608  343.144884   7.409967e-02 0.12340798
## 1067           Vrk2     69922   16.796205   7.409089e-02 0.19097343
## 1068          Tifab    212937   75.212701   7.407397e-02 0.16553435
## 1069           Eef2     13629 1484.836103   7.398587e-02 0.10626451
## 1070         Kif18b     70218   19.597635   7.384759e-02 0.18864622
## 1071          Pqlc1      <NA>   20.963939   7.362182e-02 0.18460282
## 1072          Haus4    219072   32.381030   7.350454e-02 0.17662838
## 1073          Ccne2     12448   14.954553   7.346828e-02 0.19600009
## 1074           Tmx1     72736   49.693621   7.328232e-02 0.15659394
## 1075           Irf8     15900   97.794987   7.322612e-02 0.18602888
## 1076          Nup37     69736   28.068600   7.313969e-02 0.17750556
## 1077           Hmmr     15366   24.082683   7.310442e-02 0.18245528
## 1078           Rrp9     27966   33.767234   7.305505e-02 0.16782217
## 1079        St3gal6     54613  128.781570   7.289391e-02 0.14868070
## 1080           Acy1    109652   19.961916   7.261187e-02 0.19187212
## 1081          Srsf2     20382  265.065758   7.258129e-02 0.12795996
## 1082           Nuf2     66977   32.700206   7.247934e-02 0.17870516
## 1083            Axl     26362    3.169860   7.246449e-02 0.37583694
## 1084           Gart     14450   52.223752   7.241078e-02 0.15788639
## 1085         Plxnb1    235611    3.150444   7.233799e-02 0.37522295
## 1086          Poc1a     70235   11.123373   7.230338e-02 0.22037739
## 1087          Pa2g4     18813  175.937968   7.225210e-02 0.13916544
## 1088        Pacsin1     23969    4.311676   7.218057e-02 0.39912630
## 1089           Cct3     12462  201.490104   7.210138e-02 0.13097032
## 1090          Spsb3     79043   21.784551   7.204361e-02 0.17965479
## 1091          Nop58     55989  120.418158   7.204121e-02 0.14091238
## 1092           Mtx2     53375   33.066641   7.202727e-02 0.16864888
## 1093         Kctd12    239217   60.968039   7.196932e-02 0.18343053
## 1094       Hist1h4i      <NA>    6.981905   7.195032e-02 0.25141274
## 1095         Dlgap5    218977   24.412104   7.194976e-02 0.18148656
## 1096           Tpx2     72119   45.812049   7.186045e-02 0.17211173
## 1097           Nek2     18005   22.408439   7.173198e-02 0.19074415
## 1098        Ndufaf2     75597   24.940286   7.169275e-02 0.17415508
## 1099        Gadd45a     13197   26.295953   7.161571e-02 0.19440794
## 1100         Kifc5b     16580    9.303423   7.157495e-02 0.22346819
## 1101           Tecr    106529  101.246190   7.112975e-02 0.13910712
## 1102           Dag1     13138   13.798140   7.110367e-02 0.19805004
## 1103         Slamf9     98365    4.983832   7.106867e-02 0.29999499
## 1104          Hmgb1     15289   75.225703   7.094064e-02 0.15873705
## 1105          Srsf7    225027  157.642480   7.093140e-02 0.13341521
## 1106          Phf5a     68479   49.192000   7.076840e-02 0.15523854
## 1107         Stoml2     66592   42.557567   7.067056e-02 0.15985067
## 1108         Luc7l3     67684   47.419305   7.066213e-02 0.15883769
## 1109          Acaa2     52538   47.177071   7.037530e-02 0.16023568
## 1110          Bnip1    224630   26.245423   7.033297e-02 0.17510468
## 1111         P2ry13     74191   14.488730   7.032745e-02 0.20190535
## 1112         Donson     60364   15.951788   7.030516e-02 0.19046197
## 1113           Wdr4     57773   14.483607   7.028227e-02 0.19413976
## 1114          Cox7b     66142  112.342923   7.024045e-02 0.13494832
## 1115         Atp5c1     11949  223.120612   7.022776e-02 0.12694221
## 1116          Eif3d     55944  119.076559   7.007737e-02 0.13571679
## 1117          Degs1     13244   23.127030   7.004940e-02 0.17569690
## 1118          Ttc27     74196   21.615569   7.003581e-02 0.17719319
## 1119           Rnf8     58230   21.611156   6.979160e-02 0.17710315
## 1120           Ppih     66101   15.616943   6.968857e-02 0.19160317
## 1121         Ergic1     67458   43.884465   6.948953e-02 0.15810056
## 1122        Zfp385a     29813   21.773651   6.942741e-02 0.19221742
## 1123          Vamp3     22319   32.564570   6.940969e-02 0.16714010
## 1124        Adipor1     72674   51.558906   6.938941e-02 0.16342101
## 1125            Erh     13877   55.509422   6.932571e-02 0.15098795
## 1126         Commd1     17846   81.870142   6.929665e-02 0.15191677
## 1127          Pcbp4     59092    8.487039   6.925354e-02 0.22808018
## 1128           Gpi1     14751  123.657330   6.924390e-02 0.13262498
## 1129          Vegfc     22341    5.646323   6.913670e-02 0.26727625
## 1130       Mad2l1bp     66591   28.593518   6.906571e-02 0.17052745
## 1131          Mknk2     17347  160.718138   6.905114e-02 0.14932455
## 1132          Eif4b     75705  181.494671   6.903235e-02 0.12586328
## 1133           Dlst     78920   69.648526   6.899960e-02 0.14465090
## 1134          Ppm1b     19043   41.890587   6.893458e-02 0.15737112
## 1135          Tmed3     66111   40.537112   6.890451e-02 0.16209789
## 1136        Ppp2r5b    225849    9.154744   6.890189e-02 0.21767349
## 1137        Sh3glb1     54673   47.209041   6.887367e-02 0.15720776
## 1138          Cd302     66205    6.159768   6.887172e-02 0.26336074
## 1139           Gnl3     30877   68.593511   6.881306e-02 0.16087868
## 1140          Dhrs4     28200   27.433401   6.879086e-02 0.17058367
## 1141         Gtf2a2    235459   93.685800   6.871655e-02 0.14260297
## 1142        Slc39a7     14977   70.490560   6.870821e-02 0.14556953
## 1143          Clspn    269582   19.422193   6.868348e-02 0.19040467
## 1144          Ghitm     66092   96.895441   6.856545e-02 0.13939683
## 1145           Eno3     13808    6.503998   6.848868e-02 0.25226278
## 1146         Zfp367    238673   12.625459   6.847008e-02 0.20061256
## 1147        Slc25a3     18674  314.241854   6.845249e-02 0.11802000
## 1148          Pole2     18974   16.107231   6.844192e-02 0.19237950
## 1149  D030056L22Rik    225995   17.951817   6.843042e-02 0.18235680
## 1150        Tmem55b      <NA>   29.756957   6.824979e-02 0.16990047
## 1151           Ost4     67695  183.939270   6.818517e-02 0.12604846
## 1152         Ncapg2     76044   26.230093   6.813376e-02 0.17829615
## 1153          Srprb     20818   30.897583   6.810348e-02 0.18215988
## 1154         Kif18a    228421   12.131208   6.806629e-02 0.19961112
## 1155          Cenpk     60411   11.130372   6.806316e-02 0.20772037
## 1156         Sptssa    104725   48.677107   6.799456e-02 0.15964331
## 1157          Park7     57320  213.019424   6.798952e-02 0.13192013
## 1158         Chchd3     66075  104.192511   6.781304e-02 0.13646450
## 1159      Arhgap11a    228482   26.236061   6.755858e-02 0.17806218
## 1160          Vamp5     53620    8.654903   6.753628e-02 0.21684970
## 1161        Krtcap2     66059  155.691585   6.742842e-02 0.12932423
## 1162         Ckap2l     70466   25.401643   6.734831e-02 0.17799906
## 1163         Gtf2h4     14885   19.441721   6.726890e-02 0.18001493
## 1164           Naga     17939   14.637462   6.718695e-02 0.18903283
## 1165          Cebpz     12607   39.753062   6.697932e-02 0.15814715
## 1166          Clcn3     12725   24.972805   6.695665e-02 0.18104295
## 1167          Psmg1     56088   26.275716   6.689516e-02 0.17028751
## 1168          Qtrt1     60507   16.801310   6.688969e-02 0.18327326
## 1169          Atad2     70472   33.720713   6.687181e-02 0.16661433
## 1170        Depdc1b    218581   14.108183   6.678461e-02 0.20275028
## 1171           Rfc2     19718   65.449949   6.675537e-02 0.14960857
## 1172          Ssbp4     76900   28.415270   6.668584e-02 0.17857508
## 1173          Kif2c     73804   20.415917   6.666795e-02 0.18663623
## 1174        Slc20a1     20515   43.927790   6.662273e-02 0.15764167
## 1175        Tmem86b     68255    7.998813   6.661261e-02 0.22728135
## 1176           Ehd4     98878   11.302154   6.659366e-02 0.20080447
## 1177         Klhdc2     69554   18.291660   6.657170e-02 0.18107302
## 1178          Asf1b     66929   72.026790   6.651868e-02 0.16143300
## 1179        Gm12191    666899  362.790171   6.642379e-02 0.12146703
## 1180         Ccdc94      <NA>   19.950548   6.641462e-02 0.17603252
## 1181           Snx9     66616   43.380389   6.639722e-02 0.15659194
## 1182          Exoc6    107371   23.935424   6.639250e-02 0.17102680
## 1183          Actg1     11465  182.517655   6.624757e-02 0.12585155
## 1184           Dbr1     83703   21.104807   6.624294e-02 0.17532934
## 1185         Hmgcs1    208715   25.118079   6.622554e-02 0.17059074
## 1186           Rxrb     20182   48.737564   6.612015e-02 0.15358424
## 1187       Ppp1r14b     18938  145.076424   6.611355e-02 0.13695127
## 1188        Gm10094      <NA>   16.791802   6.609586e-02 0.18308909
## 1189         Atp5j2     57423  453.928966   6.601192e-02 0.11342527
## 1190          Snhg1     83673  169.306713   6.588119e-02 0.12743675
## 1191        Nfkbil1     18038   37.402649   6.567109e-02 0.15762733
## 1192          Snrpg     68011  177.406742   6.561927e-02 0.12928271
## 1193         Nmnat3     74080    6.492035   6.555361e-02 0.25179764
## 1194        Morf4l2     56397   76.966073   6.547164e-02 0.14075849
## 1195           Brd4     57261   44.551122   6.538881e-02 0.15341642
## 1196           Gars    353172   86.086179   6.531575e-02 0.14266466
## 1197         Slc2a3     20527   14.980850   6.528819e-02 0.18720316
## 1198          Blvra    109778   18.945299   6.525821e-02 0.17860306
## 1199           Ect2     13605   22.744555   6.525470e-02 0.17976432
## 1200          Cenpp     66336   14.449412   6.523851e-02 0.19288849
## 1201           Gnl1     14670   28.596863   6.518771e-02 0.16577521
## 1202          Dnph1    381101   29.406734   6.514147e-02 0.16981943
## 1203           Igtp     16145   29.282987   6.506746e-02 0.18196158
## 1204          Supt3    109115   16.450117   6.480723e-02 0.18418885
## 1205      Gabarapl2     93739   27.940244   6.475094e-02 0.16696786
## 1206           Sat1     20229   43.247272   6.461162e-02 0.16148734
## 1207          Anks1    224650   17.290047   6.460349e-02 0.18386132
## 1208         Gemin6     67242   21.592943   6.455809e-02 0.17608422
## 1209          Prdx6     11758   48.245006   6.451575e-02 0.15213646
## 1210         Bckdhb     12040   28.736247   6.437485e-02 0.16731052
## 1211  A430005L14Rik     97159   15.298628   6.425821e-02 0.18558040
## 1212         Pithd1     66193   36.394551   6.424180e-02 0.15889110
## 1213         Nsmce1     67711   55.968184   6.414866e-02 0.15419486
## 1214       Rnaseh2a     69724   19.120319   6.404763e-02 0.17542809
## 1215          Josd2     66124   27.104772   6.401283e-02 0.17402897
## 1216           Dkc1    245474   65.043534   6.396372e-02 0.14824902
## 1217       AI413582    106672   10.817332   6.390634e-02 0.19928148
## 1218          Acat1    110446   31.389614   6.385445e-02 0.16628764
## 1219           Aup1     11993   78.671135   6.385065e-02 0.13951258
## 1220          Pianp    319352    8.949638   6.382082e-02 0.26231539
## 1221         Mgat4b    103534   27.115543   6.374513e-02 0.16635463
## 1222          Prmt1     15469  173.707762   6.374126e-02 0.12252501
## 1223          Snhg8     69895   33.448438   6.374034e-02 0.16318225
## 1224       Cdc42ep4     56699    8.651848   6.363409e-02 0.21566012
## 1225         Hmg20b     15353   28.431178   6.353154e-02 0.16380141
## 1226          Naa20     67877   26.404643   6.350452e-02 0.17862766
## 1227           Bag2    213539   10.487714   6.336014e-02 0.20187922
## 1228         Skiv2l    108077   33.757337   6.332529e-02 0.15900141
## 1229          Hspd1     15510  128.356288   6.320574e-02 0.13571641
## 1230          Dcaf6     74106    8.987203   6.314477e-02 0.21148912
## 1231          Vegfb     22340   14.623288   6.307124e-02 0.18817164
## 1232        Suv39h1     20937   32.893852   6.305689e-02 0.16205548
## 1233          Prdx1     18477  236.422737   6.301359e-02 0.12068196
## 1234         Chchd1     66121   98.383586   6.300742e-02 0.13420626
## 1235          Neil3    234258   18.936516   6.299038e-02 0.17827499
## 1236           Lsm3     67678  111.116839   6.290696e-02 0.13651118
## 1237           Iah1     67732   14.466188   6.277716e-02 0.18550297
## 1238           Ddx1    104721   68.932987   6.263405e-02 0.14737340
## 1239           Narf     67608   22.962348   6.250880e-02 0.17270121
## 1240          Samd1    666704   28.761774   6.246061e-02 0.16318035
## 1241        Eif2ak2     19106   19.448555   6.244701e-02 0.17418226
## 1242         Scpep1     74617   26.932457   6.241946e-02 0.16449867
## 1243        Syncrip     56403   78.263637   6.234366e-02 0.14217985
## 1244         Acot13     66834   22.449646   6.233412e-02 0.17141287
## 1245           Snx5     69178  203.337911   6.233039e-02 0.11794402
## 1246          Ube2t     67196   14.459242   6.224104e-02 0.18549133
## 1247        Spata24     71242   15.444310   6.207229e-02 0.18762859
## 1248           Vmp1     75909   27.933821   6.204639e-02 0.16252213
## 1249          Ckap2     80986   25.413233   6.197318e-02 0.16925630
## 1250  1700097N02Rik     67522    7.165074   6.193715e-02 0.23341248
## 1251         Klhl12    240756   12.974505   6.193371e-02 0.18919946
## 1252          Ndc80     67052   36.680052   6.184780e-02 0.16770854
## 1253          Luc7l     66978   54.408262   6.182654e-02 0.15011357
## 1254        Slc16a6    104681   11.659145   6.181123e-02 0.19749102
## 1255           Cmah     12763   12.629697   6.180835e-02 0.26915281
## 1256          Lrig3    320398    7.127484   6.171931e-02 0.30789872
## 1257           Btla    208154    6.502142   6.148179e-02 0.25063981
## 1258         Steap3     68428   36.249521   6.145755e-02 0.16375879
## 1259           Cnn3     71994  128.971244   6.145707e-02 0.18517219
## 1260        Fgfr1op      <NA>   21.959445   6.135537e-02 0.17030715
## 1261           Eny2    223527   20.783602   6.124746e-02 0.17060586
## 1262          Psme1     19186  247.420593   6.117317e-02 0.11505410
## 1263          Vdac1     22333  126.445158   6.111937e-02 0.13371051
## 1264           Rpn1    103963   86.565806   6.102802e-02 0.13581840
## 1265            Csk     12988  245.881143   6.099652e-02 0.11868034
## 1266         Tmem97     69071   22.455090   6.095107e-02 0.17115823
## 1267          Cenpm     66570   13.445081   6.071438e-02 0.19782316
## 1268           Map4     17758   35.211835   6.068138e-02 0.16173023
## 1269          Psip1    101739   99.157979   6.060697e-02 0.13938994
## 1270        Fam210b     67017    9.490009   6.059644e-02 0.21210994
## 1271           Bysl     53414   13.643131   6.038326e-02 0.18555936
## 1272         Abhd15     67477    8.642658   6.032660e-02 0.21524311
## 1273           Usp1    230484   61.946891   6.029171e-02 0.14820052
## 1274         Anapc5     59008  180.089528   6.029122e-02 0.12472014
## 1275           Kars     85305   91.906061   6.015308e-02 0.13436422
## 1276          Bcas2     68183   59.006720   6.011078e-02 0.14166530
## 1277          Txnl1     53382   43.207182   6.007266e-02 0.15099598
## 1278        Hcfc1r1    353502   14.297639   6.003907e-02 0.18252656
## 1279       Dnase1l1     69537    8.812238   6.002616e-02 0.20619781
## 1280           Mxd3     17121   19.263302   5.996780e-02 0.17691776
## 1281          Pebp1     23980   56.695111   5.994652e-02 0.14399917
## 1282           Sgk1     20393   79.167929   5.990005e-02 0.16081946
## 1283         Rnf145     74315   81.293290   5.987607e-02 0.16973322
## 1284          Tomm5     68512   85.840279   5.986308e-02 0.14042982
## 1285           Dbf4     27214   34.707110   5.984179e-02 0.16079164
## 1286           Plk4     20873   19.756983   5.978546e-02 0.17785686
## 1287           Dad1     13135  102.589460   5.947552e-02 0.14252948
## 1288          Ncaph    215387   40.994866   5.943214e-02 0.16454769
## 1289         Psmd14     59029   92.875598   5.938879e-02 0.13380718
## 1290         H2-T23     15040  154.685170   5.930662e-02 0.14214610
## 1291           Lsm4     50783  119.431149   5.930438e-02 0.13145032
## 1292        Racgap1     26934   78.717717   5.927150e-02 0.14330306
## 1293        H2-DMb2     15000    5.842916   5.924498e-02 0.27483007
## 1294           Ydjc     69101   11.653697   5.924340e-02 0.19677543
## 1295          Dyrk3    226419   10.832118   5.923715e-02 0.20928447
## 1296          Ddost     13200   88.729192   5.907953e-02 0.13261322
## 1297          Idh3g     15929  116.822087   5.903785e-02 0.12553702
## 1298           Azi2     27215   23.603901   5.901806e-02 0.16620599
## 1299          Diap3      <NA>   16.438426   5.899929e-02 0.18334715
## 1300          Srp19     66384   66.317661   5.893368e-02 0.13787149
## 1301          Clcn5     12728    5.660604   5.889375e-02 0.26398900
## 1302          Spc25     66442   38.671298   5.881793e-02 0.16470669
## 1303          Slfn3     20557    6.483219   5.868210e-02 0.22571625
## 1304          Tbrg1     21376   77.452165   5.864157e-02 0.14195839
## 1305          Plcb3     18797    5.821706   5.863405e-02 0.24316752
## 1306           Oaz1     18245  152.396540   5.854855e-02 0.12049086
## 1307            Pml     18854   38.079453   5.852302e-02 0.15605544
## 1308           Cct7     12468  130.151954   5.845351e-02 0.12262578
## 1309            Ckb     12709   12.920901   5.844778e-02 0.24884052
## 1310           Ptk2     14083    7.163147   5.835747e-02 0.27990311
## 1311          Lims1    110829   25.086528   5.834631e-02 0.16533037
## 1312         Lpcat3     14792   23.944906   5.833298e-02 0.16563894
## 1313          Psmd1     70247   68.292725   5.826618e-02 0.13915467
## 1314         Hnrnpc     15381  161.187308   5.822027e-02 0.11941303
## 1315          Cct6a     12466  156.596239   5.817786e-02 0.12344724
## 1316          Limd1     29806   63.510215   5.817160e-02 0.13885435
## 1317            Mt1     17748   27.895265   5.811186e-02 0.22815670
## 1318          Usp18     24110   11.995692   5.806837e-02 0.19480015
## 1319          Psma7     26444  212.272663   5.804156e-02 0.11811376
## 1320           Gch1     14528   22.471488   5.802256e-02 0.18420551
## 1321         Aarsd1     69684   33.079505   5.801063e-02 0.15551619
## 1322         Hspa14     50497   55.337664   5.799539e-02 0.14214631
## 1323  2700099C18Rik     77022   15.290956   5.796796e-02 0.17837553
## 1324        Galnt10    171212   10.464243   5.789854e-02 0.20131086
## 1325       Hsp90aa1     15519  139.785974   5.784579e-02 0.12209406
## 1326         Mrps23     64656   49.153879   5.779155e-02 0.15905814
## 1327         Rsl1d1     66409  104.597477   5.776798e-02 0.13090696
## 1328          Copz1     56447   91.263648   5.758984e-02 0.12939574
## 1329           Zw10     26951   26.415294   5.756862e-02 0.16279378
## 1330          Hmgn2     15331   69.034469   5.751132e-02 0.16229408
## 1331           Aaas    223921   29.921572   5.733419e-02 0.15861163
## 1332         Ccrn4l      <NA>    6.822359   5.729640e-02 0.21882812
## 1333         Dpagt1     13478   27.422308   5.727137e-02 0.16091132
## 1334           Tma7     66167   98.997089   5.721080e-02 0.13391338
## 1335          Nudt1     17766   16.118668   5.712171e-02 0.17837574
## 1336         Ndufb6    230075   92.521903   5.702879e-02 0.13432174
## 1337          Pfdn1     67199   44.192783   5.699944e-02 0.14982090
## 1338          Bmp2k    140780   10.147228   5.688151e-02 0.19325077
## 1339            Ski     20481   11.979369   5.682732e-02 0.21342866
## 1340         Hrsp12      <NA>   10.148568   5.682647e-02 0.19321771
## 1341           Tpm3     59069  100.053655   5.677909e-02 0.12998872
## 1342          Rnf26    213211   17.593048   5.676345e-02 0.18168956
## 1343         Tamm41     68971   18.119674   5.673786e-02 0.17204191
## 1344           Tyms     22171   19.584647   5.673511e-02 0.18036823
## 1345         Samm50     68653   81.775156   5.664432e-02 0.13235459
## 1346          Mmp14     17387   11.283550   5.660235e-02 0.23449666
## 1347         Ube2q2    109161   17.612538   5.651499e-02 0.17606451
## 1348       Ctnnbip1     67087   11.434480   5.650700e-02 0.23790175
## 1349    D17H6S56E-5    110956  383.525736   5.628718e-02 0.13060052
## 1350          Cenpn     72155   21.083114   5.627989e-02 0.17399359
## 1351          Cd320     54219    8.650393   5.624137e-02 0.20095850
## 1352            Ddc     13195   23.072667   5.621897e-02 0.18200775
## 1353          Acyp2     75572    7.649153   5.620334e-02 0.21370246
## 1354           Nenf     66208   14.135960   5.615523e-02 0.17943921
## 1355          Snx15     69024   13.651368   5.606433e-02 0.18527259
## 1356          Ssbp3     72475   24.923237   5.595107e-02 0.16338552
## 1357         Eif1ax     66235  143.910679   5.586252e-02 0.11887597
## 1358         Dalrd3     67789   30.916896   5.585492e-02 0.15691760
## 1359         Mtmr14     97287   32.048146   5.579081e-02 0.16446325
## 1360         Ranbp3     71810   53.356929   5.575131e-02 0.14078472
## 1361         Tspan3     56434   25.726860   5.566322e-02 0.17189941
## 1362  4931406C07Rik     70984   11.455717   5.564740e-02 0.20259616
## 1363           Tsr3     68327   19.788335   5.550691e-02 0.16765609
## 1364         Mrpl27     94064   30.568201   5.550680e-02 0.15755552
## 1365           Tap2     21355   67.354017   5.550120e-02 0.13733114
## 1366          Rpl38     67671  656.230251   5.542495e-02 0.09655515
## 1367           Usp4     22258   61.150087   5.541107e-02 0.13790995
## 1368        Sec14l1     74136    8.979531   5.539006e-02 0.19751887
## 1369          Nsun2     28114   58.371188   5.536969e-02 0.14239316
## 1370           Txn1     22166  245.029669   5.536840e-02 0.11672192
## 1371          Rsrp1     27981  144.261912   5.536255e-02 0.15107322
## 1372          Suds3     71954   51.195870   5.533221e-02 0.14126898
## 1373           Pon2    330260   45.212173   5.532349e-02 0.14460668
## 1374           Cct4     12464  163.338275   5.531266e-02 0.11731159
## 1375          Rab24     19336   24.272917   5.526311e-02 0.16468034
## 1376         Cdc123     98828   53.830314   5.517376e-02 0.14220612
## 1377          Stk38    106504   46.729898   5.512860e-02 0.14492917
## 1378           Spi1     20375   46.909489   5.509299e-02 0.15044434
## 1379          Pold2     18972   28.409720   5.507156e-02 0.15902973
## 1380          Peak1    244895   11.648550   5.506438e-02 0.18786289
## 1381         Piezo1    234839    9.817354   5.505871e-02 0.19576915
## 1382          Haus8     76478    9.803327   5.500787e-02 0.19580653
## 1383          Tcf12     21406   81.680579   5.495424e-02 0.14812599
## 1384          Lmnb1     16906  199.181527   5.490877e-02 0.13951547
## 1385  2310039H08Rik     67101   14.794221   5.489805e-02 0.17680190
## 1386          Fbxo5     67141   47.990508   5.481084e-02 0.15064270
## 1387          Satb1     20230   25.089411   5.480330e-02 0.18862423
## 1388           Leo1    235497   27.903740   5.466288e-02 0.16194936
## 1389           Safb    224903   59.693386   5.464811e-02 0.13777957
## 1390         Frmd4a    209630    7.481884   5.453200e-02 0.20772079
## 1391           Gmds    218138   39.383192   5.452058e-02 0.15411344
## 1392         Pi4k2b     67073    6.820264   5.450195e-02 0.21884814
## 1393            Phb     18673   28.433225   5.443085e-02 0.15889549
## 1394           Xpo5     72322   32.249866   5.442519e-02 0.15478165
## 1395          Rfwd3    234736   24.581670   5.431227e-02 0.16402745
## 1396            Gsr     14782   14.939540   5.425269e-02 0.19227197
## 1397          Ywhah     22629   91.721146   5.422952e-02 0.12769224
## 1398           Cnn2     12798   73.730189   5.421685e-02 0.15564292
## 1399           Rfc3     69263   51.983111   5.419861e-02 0.14611318
## 1400          Tonsl     72749    8.979365   5.415231e-02 0.19749100
## 1401           Gar1     68147   56.021333   5.410865e-02 0.14149101
## 1402        Pla2g16      <NA>    6.493707   5.401848e-02 0.25001762
## 1403          Akap8     56399   58.376507   5.399800e-02 0.13918126
## 1404        Fam111a    107373   56.160745   5.398378e-02 0.13981260
## 1405          Alg14     66789   10.795416   5.397547e-02 0.19807965
## 1406           Imp3    102462  101.225548   5.397185e-02 0.12529006
## 1407          Lats2     50523   19.280116   5.392494e-02 0.17636137
## 1408         Mrpl20     66448  100.869289   5.391230e-02 0.12869439
## 1409         Gm4737      <NA>   17.621523   5.390580e-02 0.17054839
## 1410         Actl6a     56456   71.267677   5.390055e-02 0.13686574
## 1411         Clstn1     65945    8.630080   5.384597e-02 0.21460847
## 1412           Rev1     56210    9.478138   5.384294e-02 0.19859265
## 1413          Mybl2     17865   18.438117   5.383189e-02 0.17100684
## 1414          Kpnb1     16211  112.856795   5.381101e-02 0.12589298
## 1415         Dynll1     56455   58.190209   5.376818e-02 0.13759693
## 1416          Cep57     74360   37.543742   5.370370e-02 0.15103719
## 1417           Nde1     67203   48.998062   5.366185e-02 0.14597298
## 1418             Xk     22439    5.662239   5.364121e-02 0.23471911
## 1419          Cdk16     18555   16.969034   5.351564e-02 0.17245273
## 1420        Ngfrap1      <NA>   45.358012   5.350853e-02 0.15383729
## 1421          Ube2i     22196   50.044386   5.350374e-02 0.14081046
## 1422           Rffl     67338   24.287004   5.346501e-02 0.17702869
## 1423          Pspc1     66645   38.034194   5.337265e-02 0.15247156
## 1424           Brd2     14312  139.335276   5.335190e-02 0.11987677
## 1425           Sik1     17691    4.347193   5.333503e-02 0.29360187
## 1426         Mre11a     17535   25.247374   5.332142e-02 0.16269171
## 1427            Lta     16992    4.516016   5.326379e-02 0.30427313
## 1428          Cmtr1     74157   24.603599   5.301874e-02 0.15943897
## 1429        Rsl24d1    225215   40.895271   5.295850e-02 0.14631906
## 1430         Ppp1cc     19047   35.061470   5.288161e-02 0.15261264
## 1431           Uba2     50995   95.837216   5.281489e-02 0.13250907
## 1432          Spdl1     70385   11.961102   5.279540e-02 0.18576627
## 1433         Lrpprc     72416   32.424704   5.275726e-02 0.15251357
## 1434          Lrwd1     71735   32.746486   5.273516e-02 0.15199246
## 1435  B230217O12Rik    320879    6.163644   5.267225e-02 0.23427524
## 1436          Soga1    320706    3.316321   5.266738e-02 0.31481733
## 1437         Mapk14     26416   64.150635   5.265472e-02 0.13531943
## 1438        Xpnpep1    170750   30.253353   5.264058e-02 0.15377028
## 1439          Psmc5     19184   93.717091   5.261857e-02 0.12636183
## 1440         Sdf2l1     64136   97.892654   5.250667e-02 0.14160146
## 1441          Runx3     12399    8.993525   5.243328e-02 0.22505042
## 1442          Mlst8     56716   12.141546   5.237310e-02 0.18097248
## 1443           Nmt1     18107   70.785302   5.229221e-02 0.13241993
## 1444        Ndufa10     67273   79.938335   5.222620e-02 0.12934444
## 1445         Pitrm1     69617   31.770648   5.219517e-02 0.15354980
## 1446           Mrm1    217038   11.152808   5.218424e-02 0.18642443
## 1447         Hexim1    192231   21.444116   5.212384e-02 0.16361577
## 1448           Pmvk     68603   14.295206   5.206354e-02 0.17540927
## 1449           Umps     22247   25.267041   5.196060e-02 0.15816415
## 1450         Snhg20     76972   13.825848   5.188811e-02 0.18078644
## 1451        Ppp1r18     76448  191.212745   5.183702e-02 0.12023967
## 1452           Nans     94181   45.852900   5.179735e-02 0.14424610
## 1453           Rbm7     67010   52.183062   5.178819e-02 0.14049820
## 1454          Psmb2     26445  134.398656   5.174215e-02 0.12126265
## 1455          Stk19     54402   14.628096   5.170201e-02 0.17418446
## 1456          Bcat2     12036   33.078940   5.168132e-02 0.15161630
## 1457           Tpt1     22070 1839.938966   5.165407e-02 0.11647100
## 1458          Eif3b     27979  155.131983   5.164672e-02 0.11723578
## 1459          Kctd5     69259   25.262025   5.162348e-02 0.15821555
## 1460           Flna    192176   54.596759   5.161214e-02 0.14901921
## 1461          Prkd3     75292   38.050203   5.158229e-02 0.14858618
## 1462         Snrpa1     68981   72.112125   5.157205e-02 0.13474987
## 1463  2300009A05Rik     69478   12.649808   5.156374e-02 0.18244490
## 1464          Tomm7     66169   65.291456   5.156131e-02 0.13606646
## 1465           Matk     17179    8.995063   5.155063e-02 0.19747960
## 1466           Ibtk    108837   30.756972   5.154041e-02 0.15546908
## 1467           Aven     74268   20.442064   5.148255e-02 0.16584388
## 1468         Timm50     66525   51.170628   5.143824e-02 0.14175707
## 1469         Fam98a     72722   23.597315   5.139636e-02 0.16136887
## 1470         Ccdc12     72654   86.208814   5.134588e-02 0.13124196
## 1471         Znhit3    448850   16.451070   5.132033e-02 0.17115000
## 1472         Lrrc42     77809   16.120427   5.121784e-02 0.17223396
## 1473         Trim28     21849  167.371836   5.121565e-02 0.11876380
## 1474           Btf3    218490  326.856857   5.112025e-02 0.10236266
## 1475  C330006A16Rik      <NA>   17.118247   5.110680e-02 0.16924211
## 1476         Higd2a     67044   75.311047   5.109520e-02 0.13023212
## 1477          Srrm2     75956  100.174243   5.100935e-02 0.13444045
## 1478           Ska3    219114   12.286955   5.088968e-02 0.18415852
## 1479           Bst2     69550   55.880524   5.088292e-02 0.15258209
## 1480        Ppp2r1b     73699   34.069788   5.087244e-02 0.15004718
## 1481          Cmtm3     68119    9.464941   5.083608e-02 0.19879059
## 1482         Leprot    230514   31.420759   5.078818e-02 0.15442327
## 1483           Snx1     56440   91.549668   5.077284e-02 0.12733162
## 1484          Gsto1     14873   28.964685   5.076660e-02 0.16446424
## 1485         Nucks1     98415   41.340396   5.074327e-02 0.15523700
## 1486         Mrpl22    216767   26.601759   5.073972e-02 0.15572881
## 1487           Pfn2     18645    5.796044   5.073456e-02 0.27275739
## 1488         Creld2     76737   38.083130   5.070770e-02 0.14887151
## 1489           Pfkl     18641   28.095981   5.067541e-02 0.15973689
## 1490           Eno1     13806   36.889406   5.066566e-02 0.14804147
## 1491        Anapc16     52717   46.705938   5.062952e-02 0.14140218
## 1492          Hacd2     70757    6.645496   5.052712e-02 0.21209276
## 1493           Ppan    235036   55.605035   5.037369e-02 0.14778716
## 1494          Nlrx1    270151   10.962347   5.031325e-02 0.19210783
## 1495          Shmt1     20425   28.763872   5.024774e-02 0.15853469
## 1496          Cenpt    320394   10.975265   5.022990e-02 0.18301974
## 1497          Pcbd2     72562   29.730016   5.018853e-02 0.15725961
## 1498          Cox17     12856  133.179989   5.016404e-02 0.11994366
## 1499          Ddx10     77591   31.909801   5.007122e-02 0.15121782
## 1500         Chchd2     14004   91.375549   5.001129e-02 0.12572397
## 1501           Mpnd     68047   60.472075   4.996246e-02 0.13572567
## 1502          Smco4    170748   31.574156   4.994077e-02 0.15179561
## 1503         Ift140    106633   13.130449   4.992967e-02 0.17652242
## 1504          Fmnl3     22379    9.795671   4.990421e-02 0.22101679
## 1505         Hspbp1     66245   32.909520   4.988280e-02 0.14970935
## 1506          Foxm1     14235   24.733455   4.984660e-02 0.16593904
## 1507          Cenpe    229841   19.427097   4.983492e-02 0.16848817
## 1508         Cdca7l    217946   46.691188   4.982152e-02 0.14893981
## 1509           Hscb    100900   26.608447   4.975689e-02 0.15581704
## 1510           Guk1     14923   30.941024   4.969660e-02 0.15292619
## 1511            Khk     16548   10.144394   4.964124e-02 0.19330841
## 1512         Eif2b4     13667   21.943513   4.960802e-02 0.16012213
## 1513           Orc2     18393   24.771978   4.950080e-02 0.15683042
## 1514          Rhot2    214952   23.776881   4.949543e-02 0.15893588
## 1515           Ahcy    269378    8.809748   4.945830e-02 0.19317485
## 1516           Bub1     12235   18.418525   4.944325e-02 0.17628895
## 1517         Supt16    114741   73.938743   4.940696e-02 0.13233329
## 1518           Sav1     64010   33.582703   4.921914e-02 0.14884174
## 1519           Gid8     76425   27.926894   4.920432e-02 0.15343821
## 1520        Atp13a3    224088   72.236077   4.917881e-02 0.14796814
## 1521  2810025M15Rik     69953  104.700186   4.913448e-02 0.15311725
## 1522          Riok2     67045   21.619501   4.890025e-02 0.16084702
## 1523         Chmp2a     68953  104.186861   4.877777e-02 0.12457666
## 1524       Mis18bp1    217653   14.776370   4.876628e-02 0.17687953
## 1525         Tango2     27883    8.814658   4.876299e-02 0.19334671
## 1526         Rhbdf2    217344   10.628555   4.875152e-02 0.19459519
## 1527  2810408I11Rik     69941    5.146343   4.871767e-02 0.23559289
## 1528          Reep4     72549   25.099832   4.871634e-02 0.15636906
## 1529          Psmb7     19177  161.631785   4.865321e-02 0.11530361
## 1530           Nme6     54369   17.607095   4.864931e-02 0.17068756
## 1531           Mbd2     17191   79.599563   4.864223e-02 0.12709440
## 1532          Pold3     67967   24.091165   4.863009e-02 0.15833468
## 1533          Cyp51     13121   14.972286   4.855396e-02 0.17303673
## 1534           Dhfr     13361   11.789299   4.832371e-02 0.18286273
## 1535         Magohb     66441   16.294136   4.832173e-02 0.16885538
## 1536            Vcl     22330   11.974684   4.832078e-02 0.17800098
## 1537           Srrt     83701  101.905330   4.830687e-02 0.11964162
## 1538           Ddb2    107986    9.149293   4.825364e-02 0.19063930
## 1539          Eif2a    229317   47.674598   4.818821e-02 0.14459202
## 1540        Dnajc19     67713   31.071133   4.814437e-02 0.15060270
## 1541          Irak1     16179   25.297714   4.810191e-02 0.15848128
## 1542          Atp5e     67126  574.034633   4.808052e-02 0.10318122
## 1543          Nubp1     26425   30.771957   4.803655e-02 0.15124227
## 1544          Efhd2     27984   32.423974   4.803141e-02 0.14839250
## 1545        Ndufb11    104130  126.424835   4.799464e-02 0.11907659
## 1546         Anp32e     66471  168.521232   4.794705e-02 0.12948425
## 1547       Ccnb1ip1    239083    6.838794   4.788157e-02 0.21954789
## 1548           Lap3     66988   25.775807   4.786214e-02 0.15975953
## 1549          Uvrag     78610   50.501075   4.785371e-02 0.15042147
## 1550           Scd2     20250   43.130363   4.784007e-02 0.16292596
## 1551         Atp5a1     11946  428.577416   4.782705e-02 0.10520733
## 1552         Rbmxl1     19656   34.248548   4.779454e-02 0.14786914
## 1553          Spidr    224008    8.470698   4.778177e-02 0.19641930
## 1554       Slc25a13     50799   16.943683   4.767643e-02 0.17263514
## 1555         Rangrf     57785    8.669179   4.766063e-02 0.20136629
## 1556           Gen1    209334    8.801658   4.763850e-02 0.19335774
## 1557           Gfer     11692   12.305645   4.762043e-02 0.17659136
## 1558           Cln6     76524   17.602058   4.761021e-02 0.17091982
## 1559            Set     56086  176.340798   4.759308e-02 0.11288148
## 1560          Them6    223626    8.313839   4.742736e-02 0.19174633
## 1561       Arhgap19     71085   15.933551   4.739263e-02 0.17599692
## 1562         Syngr2     20973   64.002900   4.738868e-02 0.13514113
## 1563          Dus3l    224907   25.454612   4.732776e-02 0.15589668
## 1564          Mipep     70478   10.634709   4.720664e-02 0.18522747
## 1565          Usp14     59025   26.431330   4.717669e-02 0.15397925
## 1566         Mgat4a    269181   18.116538   4.716759e-02 0.16664219
## 1567        Klhdc8b     78267   14.964312   4.713259e-02 0.17339800
## 1568           Pno1     66249   41.054010   4.708596e-02 0.14493944
## 1569          Dscc1     72107   10.961332   4.708400e-02 0.18329562
## 1570           Ubl7     69459   48.005724   4.706126e-02 0.14061214
## 1571        Htatip2     53415   17.962314   4.700034e-02 0.16439469
## 1572           Uba7     74153   45.769227   4.697845e-02 0.14765064
## 1573           Mpc2     70456   39.884562   4.696696e-02 0.14455828
## 1574          Znrd1      <NA>   61.673924   4.695275e-02 0.13390702
## 1575         Raver1     71766   75.395765   4.684981e-02 0.13352326
## 1576           Cdc7     12545   12.305313   4.679528e-02 0.17668986
## 1577         Rad54l     19366   11.293466   4.679176e-02 0.18151161
## 1578          Slmo2      <NA>   51.675606   4.674351e-02 0.13604707
## 1579          Nop10     66181  103.243913   4.673773e-02 0.11953822
## 1580          Uqcrh     66576  458.869870   4.668704e-02 0.10565716
## 1581        Zmynd19     67187   36.246105   4.658284e-02 0.14515302
## 1582           Rgl2     19732   33.949191   4.657984e-02 0.15356298
## 1583           Ska1     66468    7.305669   4.643925e-02 0.20283224
## 1584           Cltb     74325   12.121872   4.637463e-02 0.18131714
## 1585          Mrto4     69902   35.938670   4.635987e-02 0.15016602
## 1586          Usmg5      <NA>  227.517326   4.633455e-02 0.11041396
## 1587           Pole     18973   14.612340   4.631613e-02 0.17454180
## 1588        Hnrnpa3    229279   38.716145   4.612460e-02 0.14401086
## 1589          Acsl3     74205    7.641405   4.611878e-02 0.19867978
## 1590          Pola1     18968   24.905803   4.611490e-02 0.15948865
## 1591        Tmem256     69186  106.302879   4.609659e-02 0.12595609
## 1592           Pigf     18701   19.440317   4.604998e-02 0.16377954
## 1593            Crk     12928   25.934116   4.597942e-02 0.15759051
## 1594        Metap1d     66559   11.984355   4.589658e-02 0.17837309
## 1595           Mxi1     17859   10.811434   4.585080e-02 0.17982050
## 1596         Prpf19     28000   36.891513   4.576154e-02 0.14439970
## 1597          Slirp    380773   89.049540   4.575667e-02 0.12562050
## 1598          Eif3k     73830  238.311634   4.570962e-02 0.10014918
## 1599          Trex1     22040   13.299203   4.570947e-02 0.17280420
## 1600           Dlat    235339   21.433506   4.565525e-02 0.15908481
## 1601         Nelfcd     57314   35.884783   4.559091e-02 0.14617626
## 1602          Sp100     20684   29.168308   4.558724e-02 0.17355329
## 1603       Snord15b    449631   15.232090   4.558569e-02 0.48875870
## 1604         Zdhhc2     70546   12.119200   4.557409e-02 0.18968555
## 1605         Lrrc59     98238   70.635704   4.554309e-02 0.12879216
## 1606           Napa    108124   35.591047   4.549785e-02 0.14670839
## 1607      Hnrnpa2b1     53379  557.129588   4.549145e-02 0.10329664
## 1608          Bscl2     14705   22.272592   4.548573e-02 0.15996101
## 1609          Rad51     19361   24.733449   4.540572e-02 0.16220964
## 1610          Naa38     78304   62.788389   4.540291e-02 0.13851292
## 1611          Casc5      <NA>   15.940459   4.539870e-02 0.17029198
## 1612         Zbtb45    232879    8.308415   4.539170e-02 0.19212862
## 1613           Dohh    102115   28.759123   4.538731e-02 0.15014049
## 1614          Wdr55     67936   21.790935   4.534412e-02 0.15842097
## 1615           Mecr     26922   15.791811   4.528137e-02 0.16761391
## 1616           Acp5     11433   50.411418   4.519825e-02 0.14689216
## 1617         Mrps10     64657   19.277268   4.512581e-02 0.16129132
## 1618            Pbk     52033   52.749248   4.508834e-02 0.15691508
## 1619          Prr13     66151   63.905427   4.505000e-02 0.13842068
## 1620          Casp3     12367   39.372469   4.503766e-02 0.14378104
## 1621           Pepd     18624   24.605373   4.500426e-02 0.15536483
## 1622          Prps2    110639   48.171674   4.494938e-02 0.14306258
## 1623          Atg9a    245860   11.145358   4.492820e-02 0.17852009
## 1624         Cdkn2d     12581   70.606154   4.490689e-02 0.13760702
## 1625           Eme1    268465    7.638242   4.489502e-02 0.19890796
## 1626         Atp5f1      <NA>  135.906702   4.487687e-02 0.11289037
## 1627        Atp6v0b    114143   53.234802   4.475391e-02 0.13767016
## 1628         Rnf139     75841   19.139060   4.471576e-02 0.16487442
## 1629          Ptgs1     19224    9.443566   4.466910e-02 0.22666828
## 1630            Fxn     14297   30.574265   4.457656e-02 0.14972382
## 1631           Ech1     51798   64.809585   4.457190e-02 0.12922782
## 1632          Smc1a     24061   95.493647   4.439668e-02 0.12669412
## 1633           Mta3    116871   34.122998   4.439428e-02 0.15582922
## 1634         Hnrnpf     98758   89.572059   4.439387e-02 0.12411051
## 1635          Ndrg3     29812   20.929289   4.438542e-02 0.16302956
## 1636          Sf3b6     66055   83.400645   4.437597e-02 0.12357498
## 1637         Polr2j     20022  113.151354   4.435195e-02 0.11668471
## 1638        Ndufa11     69875   16.784177   4.433596e-02 0.16503463
## 1639          Sumo3     20610   59.653302   4.433540e-02 0.13239458
## 1640          Atp5b     11947  740.581488   4.427434e-02 0.09502013
## 1641         Vkorc1     27973   16.774637   4.416450e-02 0.17085639
## 1642            Btd     26363   19.949174   4.410113e-02 0.16011158
## 1643         Gm1821      <NA>  197.373180   4.404275e-02 0.10916447
## 1644          Nabp2     69917   32.252307   4.401564e-02 0.14715012
## 1645           Hpse     15442    6.151516   4.401521e-02 0.21246732
## 1646         Dhcr24     74754   33.613340   4.388992e-02 0.16167230
## 1647           Coq2     71883   19.621003   4.388180e-02 0.16079559
## 1648          Nup62     18226   55.812151   4.376394e-02 0.13481602
## 1649          Uchl5     56207   43.375875   4.371429e-02 0.13839041
## 1650            Cit     12704    7.143990   4.366559e-02 0.19764174
## 1651          Itgb1     16412   59.490138   4.357351e-02 0.13049367
## 1652        Tmem55a      <NA>   15.787616   4.355989e-02 0.17389864
## 1653         Ndufs7     75406   68.471544   4.353681e-02 0.12537626
## 1654       Selenbp1     20341    7.321558   4.352367e-02 0.20425555
## 1655  3110002H16Rik      <NA>   15.808107   4.352158e-02 0.16824192
## 1656        Aldh9a1     56752   36.889723   4.351248e-02 0.14509645
## 1657          Snx14    244962    9.973928   4.350285e-02 0.18045623
## 1658           Lpxn    107321   22.307802   4.347377e-02 0.17023458
## 1659         Suclg2     20917   17.791795   4.344724e-02 0.16243697
## 1660          Aimp2    231872   32.594285   4.344563e-02 0.14684539
## 1661          Cnih1     12793   55.321531   4.343184e-02 0.13336655
## 1662           Bin2    668218   21.979653   4.336539e-02 0.16128816
## 1663          Ppm1m     67905   30.233809   4.332621e-02 0.15091492
## 1664         C2cd2l     71764   11.805638   4.329642e-02 0.17561968
## 1665         Nudcd2     52653   38.245125   4.328656e-02 0.14329075
## 1666          Endog     13804    7.147501   4.327496e-02 0.19771935
## 1667        Snord22 100127111   82.986931   4.324200e-02 0.51106124
## 1668          Gspt1     14852   37.227871   4.322666e-02 0.14471951
## 1669        Hnrnpab     15384  350.091712   4.321925e-02 0.10059094
## 1670          Oas1a    246730   10.490113   4.317976e-02 0.18243317
## 1671          Psmb4     19172  209.844548   4.314389e-02 0.10536443
## 1672         Zfp318     57908   10.825084   4.313408e-02 0.18992200
## 1673           Atic    108147   81.495760   4.312533e-02 0.12597321
## 1674          Psmc3     19182  123.086619   4.308712e-02 0.11772691
## 1675          Ehmt2    110147   74.495899   4.308312e-02 0.12452843
## 1676           Aprt     11821   64.029577   4.299319e-02 0.12829106
## 1677          Vps11     71732   25.921740   4.298340e-02 0.15337356
## 1678          Hyou1     12282   68.492938   4.291884e-02 0.12602209
## 1679          Brca1     12189    9.634953   4.291484e-02 0.18260017
## 1680          Sf3a2     20222   52.698566   4.290772e-02 0.13156552
## 1681         Ndufa4     17992  399.284430   4.289633e-02 0.10592832
## 1682            Rp9     55934  105.985705   4.285831e-02 0.11764267
## 1683          Narfl      <NA>   12.797705   4.285451e-02 0.17156291
## 1684            Cad     69719   27.607376   4.283531e-02 0.15523405
## 1685         Exosc2    227715   37.401849   4.281851e-02 0.14225702
## 1686           Net1     56349   15.291203   4.281083e-02 0.16648602
## 1687         Knstrn     51944   18.255425   4.280497e-02 0.16982080
## 1688         Ruvbl2     20174   69.325811   4.272847e-02 0.12718096
## 1689         Akap8l     54194   29.774912   4.269098e-02 0.14958081
## 1690          Srbd1     78586   21.935162   4.268695e-02 0.15594756
## 1691           Arsb     11881   20.091104   4.268457e-02 0.16281652
## 1692          Ahsa1    217737  124.044137   4.264160e-02 0.11181132
## 1693         Ptges3     56351   49.691607   4.263925e-02 0.13545933
## 1694         Polr2m     28015  150.956358   4.261088e-02 0.11930797
## 1695         Ifi44l     15061    7.334257   4.260771e-02 0.20447079
## 1696          Cdkn3     72391   19.764344   4.260231e-02 0.16379680
## 1697          Axin1     12005   39.060305   4.260054e-02 0.14002939
## 1698          Abcf2     27407   53.366919   4.257960e-02 0.13093586
## 1699         Cnot10     78893   27.913468   4.255851e-02 0.14983638
## 1700          Sept2      <NA>   57.999587   4.252110e-02 0.13034214
## 1701           Emg1     14791  151.504472   4.247497e-02 0.11442100
## 1702         Eif2s2     67204   38.899799   4.246677e-02 0.14268689
## 1703        St3gal2     20444    7.820116   4.242627e-02 0.19089266
## 1704          Rad21     19357  139.485787   4.233623e-02 0.12188088
## 1705          Hmgcl     15356   30.399339   4.231537e-02 0.14837624
## 1706        Anapc13     69010  146.721946   4.230019e-02 0.13404268
## 1707         Ndufb7     66916  164.646814   4.228524e-02 0.10887733
## 1708         Iqgap3    404710    6.967133   4.226901e-02 0.20869584
## 1709          Ncoa4     27057   10.647132   4.222428e-02 0.17712732
## 1710          Nudt5     53893   41.212875   4.221522e-02 0.13950919
## 1711           Nt5c     50773   81.329888   4.220718e-02 0.12550442
## 1712          Stt3a     16430   97.824225   4.219452e-02 0.12279437
## 1713         Ubald2    319370   22.604086   4.217084e-02 0.15478297
## 1714         Gpank1     81845   16.303635   4.215068e-02 0.16372800
## 1715          Fbxo3     57443   36.894307   4.205373e-02 0.14070056
## 1716         Rabac1     14470   67.018184   4.202964e-02 0.12568725
## 1717          Msrb2     76467    8.470291   4.199715e-02 0.19787404
## 1718           Rfc1     19687   33.717386   4.192676e-02 0.14826642
## 1719          Mocs1     56738   13.136845   4.186594e-02 0.17058392
## 1720          Dhrs3     20148    9.992519   4.186291e-02 0.19124362
## 1721          Rab5a    271457   37.231021   4.184872e-02 0.14033773
## 1722         Suclg1     56451   78.778654   4.179401e-02 0.12049803
## 1723           Immt     76614   55.022727   4.176023e-02 0.12944191
## 1724          Dzip1     66573    7.994023   4.170678e-02 0.19683691
## 1725          Eif3m     98221  110.499881   4.169551e-02 0.11275417
## 1726          Eps15     13858   29.593924   4.168035e-02 0.14724209
## 1727         Anp32a     11737  281.770079   4.166455e-02 0.11790450
## 1728          Cenpi    102920    7.472962   4.158519e-02 0.19450472
## 1729         Apitd1      <NA>   57.603362   4.154301e-02 0.14677594
## 1730          Calm1     12313  160.143501   4.150000e-02 0.11034738
## 1731         Mrps28     66230   53.488544   4.147146e-02 0.13408523
## 1732        Rps27rt 100043813 4695.630485   4.136587e-02 0.09338216
## 1733          Stag1     20842   39.511528   4.133942e-02 0.14718551
## 1734          Acadm     11364   20.446450   4.129220e-02 0.15664690
## 1735        Slc39a1     30791   24.090619   4.126866e-02 0.15471540
## 1736          Gtse1     29870   20.756840   4.123290e-02 0.16156042
## 1737         Nmral1     67824   34.551764   4.121759e-02 0.14474170
## 1738          Cryl1     68631   33.027980   4.120339e-02 0.16137916
## 1739  1700017B05Rik     74211   18.950498   4.114392e-02 0.16305116
## 1740          Gins4    109145   34.063582   4.109220e-02 0.14291220
## 1741          Galk1     14635   27.418384   4.106221e-02 0.15371691
## 1742          Atg4b     66615   20.120985   4.104736e-02 0.15752680
## 1743        Zdhhc14    224454    8.483857   4.102130e-02 0.18590127
## 1744         Mthfsl 100039707   13.456735   4.095873e-02 0.16952032
## 1745          Msmo1     66234   19.459987   4.092845e-02 0.15904452
## 1746          Kctd1    106931    6.310032   4.085037e-02 0.22165201
## 1747           Nsl1    381318   10.787797   4.078297e-02 0.18114681
## 1748          Micu1    216001   22.591251   4.074163e-02 0.15522833
## 1749          Ubxn1    225896  137.589689   4.072231e-02 0.10757852
## 1750         Cep128     75216   12.454317   4.068030e-02 0.17339314
## 1751         Sec61b     66212  197.444804   4.066404e-02 0.10007528
## 1752          Rftn1     76438   55.707788   4.062028e-02 0.12944507
## 1753         Chchd6     66098   21.231304   4.056935e-02 0.17710977
## 1754          Dgcr6     13353   10.971856   4.056731e-02 0.17585514
## 1755          Rab12     19328   14.133298   4.052019e-02 0.16727141
## 1756         Nudt21     68219   21.927935   4.049179e-02 0.15657045
## 1757          Mtmr2     77116   32.884854   4.049097e-02 0.14760958
## 1758          Cenpl     70454   15.276845   4.047624e-02 0.16715789
## 1759            Dym     69190   16.950148   4.044804e-02 0.16232165
## 1760         Alkbh7     66400   14.455475   4.042817e-02 0.16633238
## 1761           Sltm     66660   46.884042   4.035255e-02 0.13264448
## 1762         Cchcr1    240084   11.297137   4.033920e-02 0.17443946
## 1763          Rrp1b     72462   12.488471   4.031982e-02 0.17342903
## 1764            Emd     13726   44.347499   4.029924e-02 0.13892024
## 1765          Flot1     14251   20.452577   4.028621e-02 0.15723028
## 1766          Sf3b5     66125   85.189993   4.027208e-02 0.12700576
## 1767          Vamp8     22320   91.773004   4.027041e-02 0.11967978
## 1768        Lamtor1     66508   51.327392   4.020120e-02 0.13498905
## 1769          Ap1s2    108012   10.629927   4.018668e-02 0.17780914
## 1770          Hdlbp    110611   45.537411   4.014293e-02 0.13458596
## 1771           Dsn1     66934   12.787132   4.014104e-02 0.17219088
## 1772          Bola1     69168   11.307095   4.014008e-02 0.17436880
## 1773          Keap1     50868   34.726817   4.011755e-02 0.14218321
## 1774       Adamts10    224697    9.660214   4.011319e-02 0.18368309
## 1775          Kif2a     16563   34.409808   4.010149e-02 0.14267292
## 1776        Osbpl1a     64291    5.325114   4.007329e-02 0.22107142
## 1777           Vwa9      <NA>   30.719877   4.006882e-02 0.14881602
## 1778          Alas1     11655   14.791045   4.003498e-02 0.16535987
## 1779        Poldip2     67811   31.929418   4.003322e-02 0.14393328
## 1780         Rab11b     19326   15.460573   4.002397e-02 0.16336051
## 1781          Skp1a      <NA>  164.456711   3.996593e-02 0.11518599
## 1782           Gale     74246    9.146531   3.995355e-02 0.18165422
## 1783           Mlh1     17350   17.285808   3.995306e-02 0.16152794
## 1784          Gtf3a     66596   39.906424   3.994241e-02 0.13721559
## 1785          Foxo4     54601   15.125441   3.991980e-02 0.16435012
## 1786        Ndufa12     66414   87.419257   3.991552e-02 0.11834187
## 1787          Smpd4     77626   16.278359   3.983111e-02 0.16438244
## 1788          Ctbp1     13016  160.226637   3.976395e-02 0.10160223
## 1789         Trip13     69716   15.944733   3.971114e-02 0.16531321
## 1790      Rplp2-ps1    665931    9.474087   3.970042e-02 0.17959368
## 1791         Zbtb12    193736   17.632914   3.965745e-02 0.16101348
## 1792         Tuba1a     22142   23.991136   3.965486e-02 0.17221353
## 1793        Tmem121     69195   33.074859   3.965039e-02 0.16597505
## 1794       Hsd17b12     56348   74.748443   3.961360e-02 0.12654133
## 1795        Sertad2     58172    5.668094   3.960088e-02 0.21385635
## 1796         Mrpl48     52443   25.074913   3.960082e-02 0.15349830
## 1797           Csad    246277    9.478608   3.956453e-02 0.17954524
## 1798         Polr2k     17749   22.453451   3.954942e-02 0.15296648
## 1799           Ppa2     74776   24.921489   3.953743e-02 0.15092106
## 1800       Lgals3bp     19039   17.335216   3.951255e-02 0.17356756
## 1801          Copb2     50797   88.529550   3.951127e-02 0.12057572
## 1802           Pif1    208084    9.788485   3.949150e-02 0.18764901
## 1803          Psma5     26442   61.316468   3.946909e-02 0.12858348
## 1804           Def6     23853   85.093891   3.946152e-02 0.11648169
## 1805         Mrpl37     56280   47.030776   3.936751e-02 0.13606329
## 1806          Dyrk4    101320    5.972470   3.934412e-02 0.25678404
## 1807         Acadvl     11370   21.440446   3.934168e-02 0.15515362
## 1808       Arhgef39    230098   13.450061   3.932798e-02 0.17003012
## 1809          Fkbp4     14228  138.676103   3.932417e-02 0.10835420
## 1810          Asap1     13196   29.421987   3.932349e-02 0.14566769
## 1811         Shcbp1     20419   27.035039   3.922367e-02 0.16397451
## 1812           Rpf2     67239   25.273603   3.919036e-02 0.15033051
## 1813  1110059E24Rik     66206   25.592083   3.916467e-02 0.14990802
## 1814    D19Bwg1357e      <NA>   30.933617   3.915842e-02 0.14603975
## 1815            Mut      <NA>   19.275318   3.914524e-02 0.15706666
## 1816         Gemin7     69731   50.029026   3.906995e-02 0.13258320
## 1817          Trap1     68015   65.016670   3.906775e-02 0.12480583
## 1818           Wee1     22390   19.596421   3.905042e-02 0.16213479
## 1819            Pnn     18949   49.053272   3.904515e-02 0.13347312
## 1820         Card11    108723   13.628776   3.904067e-02 0.17317292
## 1821           Tac4     93670   25.896262   3.902729e-02 0.15955391
## 1822         Mrps36     66128   16.130945   3.899996e-02 0.16178604
## 1823            Nxn     18230    5.641675   3.890731e-02 0.21380156
## 1824            Tbp     21374   32.226617   3.889692e-02 0.14420207
## 1825         Serbp1     66870  125.994811   3.884402e-02 0.11355184
## 1826         Arpc1a     56443   49.162702   3.877482e-02 0.13618538
## 1827          Cox16     66272   30.248027   3.875776e-02 0.14750290
## 1828          Impa2    114663   29.898450   3.874247e-02 0.14805999
## 1829          Wdr18    216156   18.617272   3.871880e-02 0.15864348
## 1830            Wiz     22404   18.629337   3.869424e-02 0.15882769
## 1831       BC004004     80748   33.561151   3.866417e-02 0.14220903
## 1832          Rpain     69723   12.977186   3.861568e-02 0.16830454
## 1833           Eml4     78798   42.036286   3.860209e-02 0.13798829
## 1834        Slc35b2     73836   33.562947   3.859978e-02 0.14207185
## 1835          Taf15     70439   97.647348   3.858834e-02 0.12396150
## 1836         Zfp523    224656   10.474110   3.852343e-02 0.17447348
## 1837          Lars2    102436   11.626878   3.851035e-02 0.17346168
## 1838          Abca7     27403    9.159727   3.847622e-02 0.18217759
## 1839            Dxo    112403   16.127387   3.842670e-02 0.16225945
## 1840           Orc5     26429   13.298880   3.838743e-02 0.16725325
## 1841          Spcs2     66624   61.665548   3.826220e-02 0.12424050
## 1842           Vrk1     22367   20.764093   3.823906e-02 0.15700236
## 1843          Rdh10     98711   14.586480   3.822066e-02 0.19752715
## 1844            Srf     20807   24.112109   3.814135e-02 0.15028529
## 1845         Mrps15     66407   51.674800   3.813209e-02 0.13066730
## 1846          Wdr74    107071   34.778066   3.804950e-02 0.14351222
## 1847           Gcdh    270076   11.141618   3.792502e-02 0.17174379
## 1848          Ddx49    234374   24.774480   3.790319e-02 0.14899184
## 1849          Farp1    223254    7.310589   3.784319e-02 0.19076916
## 1850       Ivns1abp    117198  120.918451   3.773126e-02 0.14039663
## 1851          Wdr41    218460   11.298178   3.772631e-02 0.17517320
## 1852          Nup43     69912   17.449708   3.769766e-02 0.15882379
## 1853           Asb1     65247    6.661652   3.767241e-02 0.19870233
## 1854            Mvd    192156    8.321276   3.767064e-02 0.18232301
## 1855           Gsg2      <NA>   10.465492   3.762147e-02 0.17495645
## 1856        Tmem109     68539   21.430609   3.758159e-02 0.15591459
## 1857          Snhg9     73474   10.292779   3.757025e-02 0.22916924
## 1858          Farsa     66590   56.547096   3.755082e-02 0.12821937
## 1859          Hdac9     79221   10.980052   3.752523e-02 0.17690593
## 1860         Ubxn2a    217379   12.963177   3.750114e-02 0.16866619
## 1861           Isy1     57905   52.662825   3.748996e-02 0.13009203
## 1862         Ercc6l    236930   11.289561   3.742605e-02 0.17541746
## 1863          Kntc1    208628    7.972103   3.741011e-02 0.18506367
## 1864          Kat2b     18519   17.449799   3.738942e-02 0.15893248
## 1865           Daxx     13163   31.756706   3.736528e-02 0.14316114
## 1866          Noc2l     57741   82.009615   3.735870e-02 0.12388703
## 1867           Etv5    104156   24.939338   3.734153e-02 0.15213473
## 1868            Ilk     16202   66.623196   3.724413e-02 0.12496233
## 1869         Bcap29     12033   29.438639   3.722278e-02 0.14675677
## 1870          Cenpf    108000   16.600385   3.722185e-02 0.16452704
## 1871           Mtx1     17827   23.758055   3.717243e-02 0.15134080
## 1872          Lactb     80907   11.471327   3.717168e-02 0.17068193
## 1873          Psma6     26443  226.764958   3.694859e-02 0.09788683
## 1874         Mettl1     17299   18.626901   3.689859e-02 0.15933276
## 1875           Bop1     12181   46.577250   3.686362e-02 0.13574353
## 1876          Atf6b     12915   58.376043   3.686026e-02 0.12996073
## 1877          Mast2     17776   12.954666   3.679464e-02 0.16896233
## 1878         Galnt1     14423   41.711056   3.677950e-02 0.13382681
## 1879          Atad5    237877   10.462254   3.676088e-02 0.17523520
## 1880           Aspm     12316   11.952490   3.676058e-02 0.17285748
## 1881         Fam26f      <NA>    4.484011   3.670989e-02 0.23253262
## 1882           Tsc2     22084   17.112995   3.669096e-02 0.16010155
## 1883          Ubxn6     66530   37.569856   3.664804e-02 0.13703254
## 1884           Rbm6     19654   50.035191   3.658657e-02 0.12829358
## 1885          Mcmbp    210711   33.557466   3.653038e-02 0.14339498
## 1886          Oasl1    231655    7.837527   3.648979e-02 0.19396067
## 1887          Hacd3     57874   22.613726   3.646796e-02 0.15088548
## 1888          Cmpk2     22169    9.992034   3.646751e-02 0.18306254
## 1889         Maged1     94275   11.103059   3.646621e-02 0.20004968
## 1890         Cacybp     12301   63.853679   3.645482e-02 0.12592012
## 1891          Tcof1     21453   50.692263   3.644520e-02 0.13837365
## 1892          Eif3f     66085  307.139428   3.637805e-02 0.08915885
## 1893         Mis18a     66578   34.220782   3.636615e-02 0.14261807
## 1894        Rabggtb     19352   36.919025   3.636134e-02 0.13835340
## 1895         Ralbp1     19765   50.019036   3.633634e-02 0.12875932
## 1896           Psph    100678   23.764927   3.633596e-02 0.15170153
## 1897          Uqcrb     67530  153.157716   3.632757e-02 0.10644022
## 1898          Pcyt2     68671   21.626691   3.631143e-02 0.15301323
## 1899          Wash1      <NA>   23.269707   3.629807e-02 0.14970995
## 1900          Troap     78733    8.302656   3.629314e-02 0.18306283
## 1901           Bcl6     12053    8.129373   3.625064e-02 0.20504519
## 1902          Itga6     16403    7.630334   3.625048e-02 0.20286663
## 1903       Rap1gds1    229877   37.888811   3.618041e-02 0.13687706
## 1904         Ctnna1     12385   59.241581   3.617680e-02 0.15338791
## 1905           Dna2    327762   16.936049   3.615736e-02 0.16402807
## 1906           Nle1    217011   17.140715   3.615024e-02 0.16033307
## 1907           Klf9     16601    5.496083   3.609521e-02 0.20764075
## 1908          Hipk2     15258    7.972541   3.607302e-02 0.18559832
## 1909          Sidt2    214597   40.411768   3.604347e-02 0.13676125
## 1910          Srsf3     20383  153.184806   3.603632e-02 0.10260290
## 1911           Ndc1     72787   17.931443   3.602880e-02 0.16160823
## 1912         Adgrl2     99633   14.287636   3.601860e-02 0.16484976
## 1913           E2f3     13557   11.466690   3.601091e-02 0.17098921
## 1914        Ndufaf7     73694    9.304998   3.594640e-02 0.17676872
## 1915          Ints7     77065   24.752805   3.593851e-02 0.15005115
## 1916          Pold1     18971   51.989323   3.593788e-02 0.13234220
## 1917          Nlrc4    268973    7.841475   3.589995e-02 0.21062112
## 1918          Rbbp4     19646   99.012664   3.587493e-02 0.11245933
## 1919           Idh1     15926    9.646124   3.582337e-02 0.17516636
## 1920           Uap1    107652   12.801465   3.580828e-02 0.16616476
## 1921           Ssr2     66256   75.290631   3.576848e-02 0.11702683
## 1922          Ube2f     67921   33.106837   3.576110e-02 0.14190849
## 1923         Atp2c1    235574   32.725912   3.568968e-02 0.14229397
## 1924          Rad18     58186   11.461598   3.568776e-02 0.17114364
## 1925           Tufm    233870   31.251946   3.568772e-02 0.14160730
## 1926           Ext2     14043   18.600068   3.567352e-02 0.16011939
## 1927        Slc12a2     20496    7.303103   3.566832e-02 0.19177617
## 1928        Fam134a      <NA>   35.736695   3.566387e-02 0.13760305
## 1929           Tlr1     21897    4.836466   3.565661e-02 0.22408271
## 1930          Psmb6     19175  121.455607   3.562349e-02 0.10593424
## 1931         Akr1a1     58810  270.997426   3.561727e-02 0.09199462
## 1932          Mllt1     64144   26.764929   3.549729e-02 0.14678081
## 1933          Pnisr     66625   26.120469   3.545144e-02 0.14795438
## 1934           Mzt2     72083   12.126680   3.543756e-02 0.16876334
## 1935          Adpgk     72141   28.950439   3.541478e-02 0.14599653
## 1936           Taf9    108143   74.094040   3.539698e-02 0.12131219
## 1937         Mrps16     66242   68.742780   3.532458e-02 0.12792431
## 1938          Alpk1     71481    9.485611   3.531420e-02 0.18156864
## 1939         Agpat2     67512   15.467594   3.529287e-02 0.16533103
## 1940          Gfra2     14586   44.739174   3.527874e-02 0.19237651
## 1941          Nup50     18141   32.573599   3.527737e-02 0.13980792
## 1942          Eif3c     56347  148.204610   3.527008e-02 0.10250178
## 1943         Pde10a     23984   15.107283   3.521066e-02 0.17286597
## 1944         Cyb5r4    266690   22.254939   3.520208e-02 0.15246913
## 1945          Larp7     28036   49.982743   3.515750e-02 0.13557606
## 1946         Alyref     21681  109.657017   3.514926e-02 0.10887611
## 1947        Ppp1r11     76497   29.913801   3.514174e-02 0.14476599
## 1948           Nsa2     59050   45.043509   3.513408e-02 0.13043662
## 1949           Hax1     23897   24.939995   3.511760e-02 0.14706083
## 1950         Nsmce2     68501   40.550981   3.511348e-02 0.13370202
## 1951         Agpat5     52123   12.474290   3.511162e-02 0.16751364
## 1952        Tpd52l2     66314   20.776426   3.510486e-02 0.15217900
## 1953         March5      <NA>   51.392310   3.510327e-02 0.13447684
## 1954           Manf     74840   81.751917   3.500975e-02 0.12979644
## 1955          Agap3    213990   16.956740   3.500938e-02 0.15782620
## 1956         Grpel1     17713   17.284594   3.499875e-02 0.15708186
## 1957         Ndufs2    226646  104.807669   3.495379e-02 0.11600047
## 1958        Abhd17a    216169   90.589120   3.493793e-02 0.11914062
## 1959          Ascc1     69090   22.939185   3.489645e-02 0.15119498
## 1960           Gng5     14707  102.212083   3.488866e-02 0.10784463
## 1961        Tmem194      <NA>   10.792071   3.488557e-02 0.17445722
## 1962          Tubg1    103733   26.409368   3.488004e-02 0.14770506
## 1963           Dexi     58239    6.494294   3.485903e-02 0.19397517
## 1964          Magoh     17149  153.309781   3.484113e-02 0.10670775
## 1965    Epb4.1l4aos      <NA>   35.093047   3.484109e-02 0.13944142
## 1966         Rnf141     67150   10.967218   3.481908e-02 0.17810854
## 1967         Rnf168     70238   13.460329   3.474326e-02 0.16435095
## 1968           Cope     59042   77.933330   3.469853e-02 0.11521337
## 1969          Itgb2     16414   37.408474   3.468197e-02 0.13580280
## 1970         Mboat7     77582   15.963282   3.467989e-02 0.16097004
## 1971        Ankrd54    223690   20.456851   3.458928e-02 0.15347694
## 1972         Tubb2b     73710    8.346094   3.454156e-02 0.21282826
## 1973           Get4     67604   25.594249   3.453495e-02 0.14616206
## 1974           Sco2 100126824   13.655208   3.448608e-02 0.16800644
## 1975        Arhgdia    192662  202.245471   3.444508e-02 0.09274391
## 1976          Usp15     14479   17.956383   3.440062e-02 0.15573387
## 1977         Mrpl33     66845  109.497122   3.439486e-02 0.10797179
## 1978  4933404O12Rik     66752    7.815441   3.439098e-02 0.18144127
## 1979           Prr5    109270   10.664244   3.437812e-02 0.18040954
## 1980          Fem1b     14155   23.923422   3.435733e-02 0.14944788
## 1981          Zwint     52696   45.882789   3.434922e-02 0.13365687
## 1982         Inafm1     66300    7.490972   3.431854e-02 0.18418323
## 1983          Haus1    225745   24.727773   3.430499e-02 0.15681566
## 1984           Nudc     18221   97.751918   3.429092e-02 0.10996417
## 1985          Snrpe     20643  324.425708   3.425781e-02 0.09236843
## 1986         Coro1a     12721  826.266418   3.422780e-02 0.09329607
## 1987  2700094K13Rik      <NA>  141.403000   3.422602e-02 0.12880868
## 1988         Tarbp2     21357   10.973779   3.422134e-02 0.16954566
## 1989           Denr     68184   35.723671   3.417946e-02 0.13859915
## 1990          Usp28    235323    9.967025   3.417146e-02 0.17411136
## 1991           Med8     80509   22.100537   3.401968e-02 0.15003052
## 1992          Cyth3     19159   17.152662   3.399390e-02 0.16817793
## 1993         Nap1l4     17955   97.239478   3.398370e-02 0.10815645
## 1994          Aimp1     13722   66.150530   3.397624e-02 0.12016138
## 1995           Bbs9    319845   18.098298   3.392948e-02 0.15910787
## 1996  1700086O06Rik     73516   10.634971   3.392444e-02 0.17111542
## 1997  0610012G03Rik    106264   14.801479   3.388137e-02 0.16069006
## 1998            Bad     12015   21.105950   3.386323e-02 0.15239384
## 1999         Kif20b    240641   13.788127   3.385977e-02 0.16375044
## 2000           St14     19143   22.434254   3.383191e-02 0.14948112
## 2001         Insig1    231070   12.643351   3.382317e-02 0.17145739
## 2002         Luc7l2    192196   81.280476   3.381056e-02 0.11277617
## 2003          Parp1     11545  122.620381   3.380802e-02 0.12254443
## 2004          Nagpa     27426   10.305667   3.375275e-02 0.17277048
## 2005          Cpsf1     94230   33.251851   3.374257e-02 0.13989966
## 2006         Rasal3    320484   88.192871   3.373096e-02 0.13408242
## 2007           Pccb     66904   18.286257   3.371831e-02 0.15538879
## 2008         Fbxo34     78938   10.979336   3.366823e-02 0.17006893
## 2009          Eif3e     16341  242.864214   3.365605e-02 0.09248234
## 2010          Acbd4     67131    8.476351   3.355609e-02 0.17759014
## 2011         N6amt2      <NA>   13.461778   3.350668e-02 0.16487946
## 2012           Ppat    231327   24.272945   3.348344e-02 0.14931459
## 2013           Miip     28010   21.785879   3.344104e-02 0.15102562
## 2014           Fez2    225020   14.795452   3.342865e-02 0.16105552
## 2015          Mapk3     26417   45.836620   3.342164e-02 0.13431994
## 2016         Pih1d1     68845   45.354935   3.339586e-02 0.13158768
## 2017         Uqcrc2     67003  125.078785   3.339443e-02 0.10684094
## 2018          Parp2     11546   31.075863   3.337944e-02 0.14054890
## 2019            Mpg    268395    8.485946   3.337456e-02 0.17773153
## 2020           Atl2     56298   27.263164   3.335669e-02 0.14404915
## 2021          Josd1     74158   14.145555   3.335211e-02 0.16300629
## 2022          Spry4     24066    5.481983   3.333133e-02 0.21030623
## 2023           Prnp     19122   10.645534   3.327209e-02 0.18116530
## 2024         Polr2d     69241   49.834191   3.320620e-02 0.12902903
## 2025          Rqcd1      <NA>   35.867484   3.319413e-02 0.14250586
## 2026  C330027C09Rik      <NA>   24.893605   3.318627e-02 0.15463788
## 2027         Smim12     80284   27.254592   3.317181e-02 0.14408484
## 2028          Mcts1     68995   47.701560   3.315862e-02 0.12862315
## 2029  1110004E09Rik      <NA>   19.618642   3.314692e-02 0.15259946
## 2030         Ppap2c      <NA>   16.282601   3.312674e-02 0.16079998
## 2031          Hace1    209462   10.971246   3.312659e-02 0.17033861
## 2032           Ralb     64143   15.458731   3.310928e-02 0.15928335
## 2033            Fh1     14194   98.833651   3.309196e-02 0.11421914
## 2034           Kat7    217127   22.431000   3.302574e-02 0.15009036
## 2035        Ubash3b     72828   11.297810   3.295527e-02 0.16895319
## 2036        Tmem208     66320   39.730544   3.294394e-02 0.13414230
## 2037        Atp6ap1     54411   58.386472   3.294260e-02 0.12877195
## 2038            Gyg     27357   38.203442   3.293951e-02 0.13934945
## 2039          H2-Oa     15001   24.104089   3.293173e-02 0.14684703
## 2040           Myg1     60315   23.771547   3.286269e-02 0.14754081
## 2041         Hnrnpk     15387  254.210699   3.280634e-02 0.09255313
## 2042           Dpp9    224897   31.396911   3.276538e-02 0.14048279
## 2043        Tubgcp3    259279   20.278167   3.274607e-02 0.15130733
## 2044          Eif3a     13669  127.667672   3.273928e-02 0.10280275
## 2045          Cse1l    110750   65.782531   3.272582e-02 0.12232265
## 2046  2210016F16Rik     70153    8.472750   3.272085e-02 0.17821550
## 2047        Dnajc11    230935   27.598302   3.270662e-02 0.14360562
## 2048          Psmg3     66506   33.081373   3.270653e-02 0.13765170
## 2049         Amdhd2    245847   15.787519   3.270101e-02 0.15867789
## 2050          Itga5     16402   10.117195   3.269415e-02 0.20002606
## 2051         Hs6st1     50785   33.605464   3.268585e-02 0.14067946
## 2052        Ankrd49     56503   17.944907   3.261036e-02 0.15668974
## 2053         Asrgl1     66514   18.602711   3.258532e-02 0.15530023
## 2054          Ddx11    320209    8.810415   3.257870e-02 0.17614925
## 2055        Dynlt1c 100040563   10.966215   3.254676e-02 0.17084080
## 2056           Rpa3     68240   76.249914   3.253531e-02 0.12034324
## 2057           Coq9     67914   15.785367   3.253411e-02 0.15869130
## 2058          Pgam1     18648   14.794748   3.252589e-02 0.16136553
## 2059         Eftud2     20624   66.645458   3.251842e-02 0.11811178
## 2060        Ccdc101      <NA>   20.283183   3.250540e-02 0.15145604
## 2061          Dus1l     68730   28.921734   3.247798e-02 0.14141053
## 2062          Fcho2    218503    9.150895   3.246569e-02 0.17436967
## 2063          Setd8      <NA>   51.186588   3.243986e-02 0.12789301
## 2064        Slc44a2     68682   87.463360   3.241287e-02 0.11899198
## 2065           Rac1     19353  152.784276   3.239802e-02 0.10942275
## 2066          Med11     66172   27.934985   3.229404e-02 0.14358251
## 2067           Ilf3     16201   66.772893   3.226242e-02 0.12202847
## 2068          Cmss1     66497   17.940132   3.224033e-02 0.15702671
## 2069           Kri1    215194   32.102611   3.220880e-02 0.13978527
## 2070          Fmnl1     57778   64.337068   3.216314e-02 0.12242971
## 2071          Cmpk1     66588   80.397140   3.215435e-02 0.11925801
## 2072       Arhgef12     69632   16.120981   3.215361e-02 0.15818267
## 2073           Clk3    102414   43.561497   3.214772e-02 0.13291251
## 2074           Pck2     74551   88.735206   3.212627e-02 0.11707554
## 2075       BC003965    214489    9.482203   3.210027e-02 0.17282251
## 2076          Reep5     13476   33.730699   3.209478e-02 0.13717758
## 2077        Foxred1    235169   19.938622   3.207884e-02 0.15247542
## 2078          Cers2     76893   72.663807   3.207795e-02 0.11870363
## 2079           Pes1     64934   50.715515   3.207783e-02 0.12561277
## 2080         Mrpl23     19935   19.934837   3.205302e-02 0.15264346
## 2081       Tnfrsf1b     21938   12.640433   3.201092e-02 0.16476645
## 2082         Agpat1     55979   42.564475   3.199839e-02 0.13472966
## 2083           Pgk1     18655   34.407008   3.198191e-02 0.13605177
## 2084         Zfp809    235047   13.300473   3.197398e-02 0.16241424
## 2085          Myd88     17874   34.065335   3.194346e-02 0.13678538
## 2086          Acot7     70025   16.939975   3.185279e-02 0.15973414
## 2087          Dedd2     67379   16.813681   3.184652e-02 0.16404264
## 2088          Tmed1     17083   12.627028   3.183282e-02 0.16468089
## 2089          Sgpp1     81535   16.466165   3.177728e-02 0.15743666
## 2090         Trip10    106628    9.812997   3.177101e-02 0.17144195
## 2091          Ikzf1     22778  122.897707   3.175839e-02 0.12529824
## 2092           Ehd1     13660   27.613258   3.174617e-02 0.14486524
## 2093            Ak2     11637   85.924802   3.174047e-02 0.11072494
## 2094          Plbd2     71772    9.807498   3.171207e-02 0.17142046
## 2095        Atp6v0c     11984   10.142872   3.170449e-02 0.16999672
## 2096           Ctsa     19025   40.577312   3.167862e-02 0.13774332
## 2097         Plxnd1     67784   12.802771   3.166947e-02 0.19210451
## 2098            St7     64213   17.787095   3.165311e-02 0.15421035
## 2099       Slc39a10    227059   12.305244   3.162129e-02 0.16598469
## 2100         Mvb12b     72543   19.771194   3.161917e-02 0.15668614
## 2101         Zdhhc3     69035   13.629445   3.158472e-02 0.16157490
## 2102           Melk     17279   11.780371   3.156565e-02 0.17222257
## 2103          Vac14    234729   21.270747   3.152303e-02 0.14999828
## 2104        Slc30a6    210148   10.139950   3.151247e-02 0.17012670
## 2105           Rxra     20181    5.969669   3.147106e-02 0.21407132
## 2106         Asnsd1     70396   47.183065   3.144092e-02 0.12818939
## 2107           Rmrp     19782   31.790825   3.143000e-02 0.28829206
## 2108           Pbx2     18515   32.079047   3.140090e-02 0.14077740
## 2109         Srebf2     20788   61.684385   3.138325e-02 0.11937769
## 2110         Eif4g1    208643  135.142389   3.136875e-02 0.10180396
## 2111           Tpp1     12751   17.784910   3.132205e-02 0.15454868
## 2112         Nup133    234865   12.958502   3.129937e-02 0.16388265
## 2113         Psmd11     69077   49.193703   3.128498e-02 0.12516976
## 2114           Lmf1     76483   13.961897   3.125070e-02 0.16087396
## 2115          Isoc1     66307   44.045658   3.124505e-02 0.12898197
## 2116         Sept11      <NA>   20.269506   3.119734e-02 0.15242123
## 2117          Vdac3     22335   39.878163   3.117866e-02 0.13201160
## 2118         Stard4    170459   15.787959   3.117812e-02 0.15960612
## 2119           Tbca     21371  188.382308   3.116516e-02 0.10181277
## 2120         Eif4a3    192170  128.913102   3.116448e-02 0.10504560
## 2121           Inf2     70435    7.483339   3.114822e-02 0.18609289
## 2122          Psmf1    228769   16.791849   3.114510e-02 0.15715921
## 2123     Gadd45gip1    102060   27.098114   3.113253e-02 0.14233318
## 2124         Lgals1     16852  191.148728   3.109383e-02 0.16254049
## 2125          Rap1b    215449  128.966471   3.107485e-02 0.09952019
## 2126         Prrc2a     53761  118.831195   3.107323e-02 0.10633617
## 2127         Fancd2    211651    6.307595   3.106400e-02 0.18999176
## 2128          Idh3b    170718  100.684373   3.103976e-02 0.10700630
## 2129         Fam50a    108160   32.251582   3.096436e-02 0.13707734
## 2130         Ppp1r8    100336   40.229978   3.094590e-02 0.13145776
## 2131        Prpsap1     67763   41.036087   3.093464e-02 0.13395306
## 2132           Rars    104458   56.507349   3.093055e-02 0.12286590
## 2133           Nxt1     56488   53.335546   3.090382e-02 0.12401019
## 2134          Srsf9    108014   87.741270   3.090366e-02 0.11385400
## 2135          Kdm2b     30841   18.613937   3.086492e-02 0.15638965
## 2136          Pear1     73182    4.982232   3.076566e-02 0.21106251
## 2137        Herpud2     80517   21.931747   3.075509e-02 0.14930958
## 2138          Nudt3     56409  107.562737   3.073290e-02 0.10455402
## 2139          Prr11    270906   15.760021   3.073062e-02 0.16701152
## 2140          Psmd2     21762  103.031409   3.072239e-02 0.10498338
## 2141          Erp29     67397  140.161840   3.070561e-02 0.10066199
## 2142         Dcaf12     68970   52.551120   3.066642e-02 0.12949739
## 2143        Psmc3ip     19183   14.776940   3.066290e-02 0.16279444
## 2144  3110082I17Rik     73212   17.962474   3.065493e-02 0.15792373
## 2145           Sun1     77053   14.634105   3.061098e-02 0.15932725
## 2146          Rtel1    269400   10.805502   3.059113e-02 0.16772865
## 2147           Gpn3     68080   22.927234   3.056512e-02 0.14738737
## 2148          Ptbp1     19205  222.769162   3.054997e-02 0.09729115
## 2149          Rab8b    235442   49.003602   3.050100e-02 0.13062173
## 2150         Lancl2     71835   21.261483   3.048932e-02 0.15088054
## 2151          Trib1    211770   11.654650   3.048810e-02 0.16929629
## 2152           M6pr     17113   78.111481   3.048145e-02 0.11159458
## 2153          Dgcr8     94223   21.942940   3.046651e-02 0.14955566
## 2154          Wdr70    545085   14.631093   3.044695e-02 0.15949433
## 2155          Ip6k1     27399   68.140033   3.042248e-02 0.11656559
## 2156          Cisd2     67006   23.262201   3.039145e-02 0.14690726
## 2157          Ppm1j     71887    5.676797   3.039045e-02 0.22566674
## 2158          Snrpf     69878   40.881806   3.038987e-02 0.13119933
## 2159         Ndufc1     66377  128.613513   3.038922e-02 0.10096205
## 2160          Haus5     71909   10.135130   3.033080e-02 0.17082707
## 2161         Tsen34     66078   10.135130   3.033080e-02 0.17082707
## 2162          Gpm6b     14758    4.676502   3.026698e-02 0.22123368
## 2163          Hadhb    231086   19.106793   3.018574e-02 0.15218217
## 2164        Sertad1     55942   13.972319   3.014894e-02 0.16175749
## 2165          Snhg4 100503380   10.314318   3.010708e-02 0.17484451
## 2166          Igbp1     18518   55.661187   3.005143e-02 0.12203394
## 2167        Ccdc167     68597   10.796885   3.004975e-02 0.16824741
## 2168          Psmd7     17463   82.290427   3.002741e-02 0.11109911
## 2169        Pstpip1     19200   32.719555   2.991459e-02 0.14827393
## 2170          Nop14     75416   22.955393   2.991419e-02 0.14789023
## 2171          H2-Ob     15002   88.786454   2.988624e-02 0.12732109
## 2172        Ldlrap1    100017   11.466850   2.983509e-02 0.16569602
## 2173          Oard1    106821   29.078556   2.979497e-02 0.14011629
## 2174         Sft2d1    106489   12.134192   2.971793e-02 0.16348721
## 2175           Eif6     16418   75.945947   2.971760e-02 0.11197324
## 2176         Ndufs3     68349   57.335184   2.964036e-02 0.12015185
## 2177          Psmc4     23996   96.024986   2.960929e-02 0.10798441
## 2178          Trp53     22059  125.862989   2.960594e-02 0.10307402
## 2179         Eif2s1     13665   54.685792   2.959453e-02 0.12393760
## 2180            Wrn     22427   15.284517   2.958918e-02 0.15825192
## 2181         Rnf19a     30945   14.967293   2.958803e-02 0.15936188
## 2182          Psme2     19188  138.347934   2.958609e-02 0.10206339
## 2183          Taf12     66464   32.227903   2.951000e-02 0.13872799
## 2184           Tsfm     66399   24.934598   2.950618e-02 0.14424874
## 2185         Fam64a      <NA>   34.145283   2.947679e-02 0.16430269
## 2186          Foxn2     14236   15.962979   2.943545e-02 0.15657185
## 2187           Strn    268980   15.949375   2.943156e-02 0.15655963
## 2188          Ift46     76568   15.282694   2.938127e-02 0.15835265
## 2189         Echdc1     52665   12.136529   2.935283e-02 0.16377914
## 2190          Hddc2     69692   29.430815   2.929902e-02 0.14010198
## 2191          Gna15     14676   19.269575   2.927396e-02 0.15637192
## 2192          Wdfy2    268752    5.978051   2.927144e-02 0.19590193
## 2193        Tbc1d14    100855   26.090696   2.924276e-02 0.14621831
## 2194         Mrps24     64660   44.218490   2.923025e-02 0.12790324
## 2195           Arl2     56327   27.572380   2.917845e-02 0.14689501
## 2196           Pfas    237823   12.139888   2.916611e-02 0.16380658
## 2197           Mto1     68291   16.956371   2.908537e-02 0.15432525
## 2198         Ublcp1     79560   12.962939   2.906902e-02 0.16597209
## 2199         Prkaa1    105787   12.802818   2.906620e-02 0.16167689
## 2200          Yipf3     28064   39.072804   2.905041e-02 0.13246996
## 2201        Txndc17     52700   31.079986   2.901814e-02 0.13730447
## 2202         Txndc5    105245   53.213094   2.901586e-02 0.12352793
## 2203          Ppard     19015    8.979530   2.899627e-02 0.17211804
## 2204         Rnase4     58809   44.736859   2.899472e-02 0.13914975
## 2205         Ttll12    223723   26.272539   2.896498e-02 0.14240964
## 2206         Polr3h     78929   11.480967   2.895939e-02 0.16631848
## 2207          Actn4     60595   92.523964   2.892858e-02 0.10999289
## 2208          Vps35     65114   62.804023   2.889420e-02 0.11834039
## 2209          Cenpw     66311    7.970440   2.883498e-02 0.17799874
## 2210        Pak1ip1     68083   43.544435   2.883146e-02 0.12922153
## 2211          Sap30     60406   48.541904   2.882628e-02 0.13041613
## 2212          Oxsr1    108737   25.921063   2.881293e-02 0.14309058
## 2213         Pradc1     73327   12.793959   2.880229e-02 0.16195729
## 2214         Ruvbl1     56505   38.409991   2.878081e-02 0.13323080
## 2215         Fkbp11     66120    4.174674   2.876216e-02 0.22126663
## 2216          Ifi35     70110   28.629324   2.872845e-02 0.14603058
## 2217          Deaf1     54006   13.132031   2.872106e-02 0.16089385
## 2218           E4f1     13560   15.971805   2.870680e-02 0.15734349
## 2219          Srsf1    110809  114.163698   2.868094e-02 0.10226321
## 2220          Prdx5     54683   97.565672   2.866423e-02 0.10562088
## 2221          Ssfa2      <NA>    9.796925   2.865384e-02 0.17353785
## 2222          Stip1     20867  102.709530   2.863418e-02 0.10307268
## 2223           Nol7     70078   71.592053   2.860871e-02 0.11928291
## 2224        Arhgap9    216445   26.757884   2.860147e-02 0.14617449
## 2225          Cetn3     12626   89.879817   2.858819e-02 0.11328276
## 2226          Lama4     16775    8.326448   2.858170e-02 0.20369234
## 2227          Xrcc5     22596   22.112704   2.857603e-02 0.14709039
## 2228          Ap3s1     11777   15.611062   2.857060e-02 0.15820735
## 2229           Coa6     67892   12.461583   2.856041e-02 0.16320687
## 2230        Slc20a2     20516   10.467132   2.854989e-02 0.17053135
## 2231        Prpf38a    230596   40.705904   2.852564e-02 0.13024012
## 2232          Rrbp1     81910   25.596369   2.851261e-02 0.14405125
## 2233       Aldh16a1     69748   26.926749   2.848588e-02 0.14146447
## 2234          Med17    234959   21.099638   2.847883e-02 0.14914568
## 2235          Nolc1     70769   48.234380   2.841541e-02 0.13075467
## 2236          Hinfp    102423   17.626171   2.835630e-02 0.15323843
## 2237        Cebpzos     68554    8.301913   2.834357e-02 0.17630227
## 2238  9530077C05Rik     68283    5.307107   2.834262e-02 0.20783537
## 2239       Mettl7a1     70152   15.984750   2.827133e-02 0.16532983
## 2240          Usp46     69727    9.311094   2.826496e-02 0.17096454
## 2241       Pafah1b2     18475   27.582476   2.826386e-02 0.14061925
## 2242        Gm15800      <NA>   11.992085   2.822916e-02 0.17010051
## 2243         Zfp946     74149    9.303727   2.819017e-02 0.17119428
## 2244         Gnptab    432486   16.457171   2.817967e-02 0.16020618
## 2245           Rfx7    319758   35.887749   2.817116e-02 0.13429137
## 2246         Ndufa8     68375   93.382438   2.816464e-02 0.10680836
## 2247           Cinp     67236    9.974595   2.816330e-02 0.16813898
## 2248           Tdp1    104884   20.760226   2.816322e-02 0.15027787
## 2249          Arpc2     76709  310.796980   2.815794e-02 0.08105106
## 2250         Ppp2cb     19053   54.828176   2.813993e-02 0.12244300
## 2251           Ddb1     13194  141.241839   2.813318e-02 0.09578412
## 2252           Canx     12330  191.482408   2.812689e-02 0.09326093
## 2253          Mfsd4      <NA>    9.779117   2.811163e-02 0.19606192
## 2254         Mrpl15     27395   18.623496   2.806260e-02 0.15110085
## 2255            Nsf     18195   16.942782   2.802886e-02 0.15520925
## 2256  2810004N23Rik     66523   32.430731   2.802458e-02 0.13632137
## 2257          Capn1     12333   40.732970   2.797330e-02 0.13158692
## 2258           Pomp     66537  297.365707   2.795485e-02 0.08488881
## 2259          Psmb5     19173   51.363880   2.793918e-02 0.12426314
## 2260         Exosc6     72544   33.085632   2.793472e-02 0.13538283
## 2261          Psmd5     66998   32.420152   2.791552e-02 0.13684812
## 2262           Sfi1     78887   19.637864   2.789782e-02 0.16896165
## 2263         Gm6548    625054   10.307409   2.785576e-02 0.16691678
## 2264          Las1l     76130   28.267054   2.783890e-02 0.13979824
## 2265         Coro2b    235431    6.638586   2.780013e-02 0.18960304
## 2266          Arrb2    216869   38.926419   2.778639e-02 0.13879222
## 2267         Arrdc2     70807    9.321426   2.777858e-02 0.17153442
## 2268           Gcsh     68133   30.421928   2.775652e-02 0.14001989
## 2269           Crem     12916    9.634204   2.774931e-02 0.16992168
## 2270  9130401M01Rik     75758   13.475856   2.771410e-02 0.16072186
## 2271         Usp6nl     98910   14.448032   2.770691e-02 0.16580865
## 2272          Med20     56771   27.586014   2.767610e-02 0.14170978
## 2273          Pycr2     69051  105.997760   2.763053e-02 0.12536839
## 2274           Dap3     65111   14.459743   2.762764e-02 0.15781451
## 2275         Mrpl40     18100   37.547490   2.760870e-02 0.13249641
## 2276         Tbc1d4    210789    8.302593   2.759810e-02 0.17690041
## 2277         Hnrnpd     11991   79.705183   2.759552e-02 0.12246916
## 2278         Ndufc2     68197  130.026664   2.759385e-02 0.11033307
## 2279          Lman1     70361   33.732730   2.758569e-02 0.13457969
## 2280         Qrich1     69232   48.855054   2.757484e-02 0.12353240
## 2281      Eif4enif1     74203   34.070751   2.755293e-02 0.13431148
## 2282           Pop7     74097   23.763979   2.749646e-02 0.14466793
## 2283           Cdk2     12566   51.688092   2.748878e-02 0.12466683
## 2284         Fam76b     72826   28.580073   2.747080e-02 0.13966287
## 2285         Nup205     70699   33.895393   2.746827e-02 0.13843368
## 2286          Pycrl     66194   23.782826   2.746582e-02 0.14482788
## 2287           Gatc    384281    9.639900   2.744416e-02 0.17005635
## 2288           Aars    234734   46.216366   2.738773e-02 0.12780986
## 2289        Mybbp1a     18432   97.161653   2.737800e-02 0.11837878
## 2290          Fbxl6     30840   29.116097   2.737481e-02 0.14333642
## 2291           Etf1    225363   66.830299   2.734506e-02 0.11606348
## 2292          Casp1     12362   15.747972   2.730774e-02 0.19007783
## 2293         Sgol2a      <NA>    8.964843   2.728478e-02 0.17359451
## 2294        Pip5k1b     18719    6.662491   2.726034e-02 0.19084230
## 2295          Fbxw2     30050   29.922017   2.723265e-02 0.13774484
## 2296         Zc3hc1    232679   23.420381   2.722641e-02 0.14583995
## 2297         Rab11a     53869   43.520202   2.722545e-02 0.13257547
## 2298          Psma2     19166  219.324027   2.721750e-02 0.09458901
## 2299           Mdc1    240087   15.124933   2.718635e-02 0.15635154
## 2300           Zpr1     22687   24.776988   2.712346e-02 0.14316362
## 2301           Wdr5    140858   40.221958   2.709188e-02 0.12882700
## 2302          Abcb8     74610   15.122507   2.706478e-02 0.15651218
## 2303           Ctps     51797   30.427714   2.701544e-02 0.14089520
## 2304         Capn15     50817   10.646293   2.697907e-02 0.16644674
## 2305          Lcmt1     30949   18.937101   2.697439e-02 0.15146398
## 2306         Dazap1     70248   81.586620   2.697276e-02 0.11119655
## 2307         Mad1l1     17120   24.907816   2.691580e-02 0.14717087
## 2308         Cox7a1     12865    8.634652   2.691362e-02 0.17556206
## 2309           Mtbp    105837   10.634195   2.690308e-02 0.16647582
## 2310         Polr2e     66420   66.496140   2.688671e-02 0.11782000
## 2311          Usp10     22224   33.085366   2.688300e-02 0.13659370
## 2312           Lmf2    105847   19.609445   2.685505e-02 0.15022124
## 2313        Plekhg1    213783    4.822435   2.684830e-02 0.20731899
## 2314          Prmt7    214572   24.776010   2.682823e-02 0.14341083
## 2315           Rcc2    108911  197.709852   2.682448e-02 0.10109831
## 2316        Zc3hav1     78781   57.015050   2.677075e-02 0.11771518
## 2317           Clpx    270166   25.085410   2.675893e-02 0.14299991
## 2318          Esco2     71988   24.390715   2.673394e-02 0.15229608
## 2319           Rdm1     66599   16.271642   2.673057e-02 0.15828509
## 2320         Mrpl54     66047   68.459200   2.671449e-02 0.11578353
## 2321        Dclre1b    140917   10.642242   2.666288e-02 0.16646862
## 2322          Atp5l     27425   45.176766   2.663181e-02 0.13090145
## 2323         Rad23b     19359   60.163857   2.660090e-02 0.11796362
## 2324          Ssna1     68475   90.042346   2.659838e-02 0.10752382
## 2325           Nars     70223   72.660372   2.658169e-02 0.11517947
## 2326          Ppp4c     56420  114.804980   2.656927e-02 0.10047388
## 2327           Dtnb     13528   14.117937   2.656182e-02 0.15971970
## 2328            Hk1     15275   31.586736   2.651767e-02 0.13554166
## 2329         Fam43a    224093   24.907385   2.651372e-02 0.15418964
## 2330         Tomm40     53333   60.514509   2.651119e-02 0.11782178
## 2331           Elp6     72341    7.140890   2.647771e-02 0.17909827
## 2332          Dars2    226539   10.964178   2.647457e-02 0.16546255
## 2333           Sdhb     67680  115.629566   2.644869e-02 0.10392841
## 2334         Pik3r1     18708   20.937190   2.637757e-02 0.14756494
## 2335           Nob1     67619   33.111379   2.634738e-02 0.13765919
## 2336          Mef2c     17260   51.674169   2.634214e-02 0.14399534
## 2337          H2afj      <NA>   33.771552   2.631506e-02 0.13661985
## 2338         Snap23     20619   20.952191   2.631186e-02 0.14780554
## 2339          Cops4     26891   51.651459   2.630692e-02 0.12652013
## 2340           Cast     12380   24.433235   2.630218e-02 0.14499707
## 2341          Rap1a    109905   41.211339   2.629037e-02 0.12881567
## 2342         Otulin    432940   36.413023   2.626835e-02 0.13217274
## 2343          Lage3     66192   42.700345   2.623905e-02 0.13091869
## 2344          Otud5     54644   38.917230   2.623514e-02 0.13299546
## 2345           Stil     20460    6.805079   2.622565e-02 0.18199980
## 2346       Trappc10    216131   21.612396   2.616648e-02 0.14638640
## 2347         Timm13     30055   53.516304   2.615480e-02 0.11954740
## 2348          Psma3     19167   42.213610   2.614777e-02 0.12729641
## 2349         Ppp1ca     19045  588.073019   2.613895e-02 0.08788399
## 2350       Rnaset2a 100037283   22.109535   2.613005e-02 0.15037577
## 2351         Tatdn2    381801   20.297593   2.609202e-02 0.14961902
## 2352        Rpl36al     66483  316.239068   2.607354e-02 0.07898704
## 2353         Paxip1     55982   15.114327   2.606962e-02 0.15752226
## 2354         Lrrc40     67144   17.268020   2.603600e-02 0.15622734
## 2355          Fabp5     16592   18.801029   2.601318e-02 0.17033844
## 2356          Pdss1     56075    8.146395   2.598894e-02 0.17319173
## 2357         Zfp637    232337   12.308325   2.597651e-02 0.16127516
## 2358         Mrpl21    353242   22.271229   2.596312e-02 0.14527218
## 2359          Arl8b     67166   34.712685   2.582796e-02 0.13581061
## 2360          Prps1     19139   54.663142   2.580794e-02 0.12339165
## 2361           Haao    107766   13.662736   2.578472e-02 0.17514087
## 2362          Hdac1    433759   32.567261   2.575764e-02 0.13515120
## 2363           Tfeb     21425   25.746484   2.572134e-02 0.14330619
## 2364           Twf1     19230   11.967769   2.568038e-02 0.16262505
## 2365           Sc5d    235293   15.459793   2.567918e-02 0.15719011
## 2366         Snapc5    330959   46.351918   2.564259e-02 0.12656301
## 2367         Slc6a6     21366   16.798731   2.563486e-02 0.15352918
## 2368         Timm10     30059   30.934787   2.562884e-02 0.13842959
## 2369         Mrps35    232536   39.048641   2.562837e-02 0.12887807
## 2370         Gapvd1     66691   27.766536   2.561660e-02 0.13944077
## 2371           Hras     15461   16.794783   2.556835e-02 0.15375240
## 2372          Mrps7     50529   38.710810   2.556485e-02 0.12970466
## 2373          Noc4l    100608   27.434103   2.556358e-02 0.13993461
## 2374       Tor1aip2    240832   28.431319   2.555887e-02 0.13817652
## 2375          Dhx58     80861    8.485203   2.553394e-02 0.17188698
## 2376          Nol12     97961   17.463209   2.552930e-02 0.15226954
## 2377  2700029M09Rik      <NA>   55.973852   2.552057e-02 0.12257674
## 2378           Cct2     12461  273.556888   2.545452e-02 0.08225415
## 2379         Mrps26     99045   85.411332   2.544947e-02 0.10688655
## 2380           Eri1     67276   27.408776   2.538987e-02 0.14041694
## 2381         Eef1e1     66143   48.239552   2.538153e-02 0.12902726
## 2382          Prkce     18754   13.293703   2.532406e-02 0.15883799
## 2383         Polr2h    245841   42.213627   2.531472e-02 0.12895019
## 2384  D330041H03Rik    654822    8.807652   2.530810e-02 0.17044828
## 2385          Vdac2     22334  122.828199   2.530563e-02 0.09748351
## 2386          Pigyl     66268   31.224031   2.529467e-02 0.13827589
## 2387         Dnaja3     83945   23.936847   2.523361e-02 0.14267770
## 2388  E130012A19Rik      <NA>    6.486579   2.522799e-02 0.18585468
## 2389          Rpph1     85029   17.872994   2.521157e-02 0.20626362
## 2390           Med7     66213   13.299456   2.521128e-02 0.15901231
## 2391           Nifk     67949   51.891264   2.519887e-02 0.12388236
## 2392          Klf16    118445   11.983766   2.517934e-02 0.16334789
## 2393           Rbx1     56438   40.072929   2.515310e-02 0.12820251
## 2394           Tchp     77832   10.952509   2.515003e-02 0.17674834
## 2395           Taf8     63856   23.927626   2.513114e-02 0.14307953
## 2396        Ammecr1     56068   11.960219   2.512218e-02 0.16344186
## 2397          Snupn     66069    8.803976   2.512192e-02 0.17067448
## 2398          Fanci    208836    7.135632   2.511995e-02 0.18066324
## 2399          Hsbp1     68196   71.945549   2.511364e-02 0.11103020
## 2400         Pitpnb     56305   39.049607   2.509939e-02 0.12965039
## 2401           Gab1     14388   10.129851   2.506102e-02 0.18610869
## 2402        Tmem147     69804   47.738502   2.503551e-02 0.12637258
## 2403         Trim26     22670   40.255501   2.502346e-02 0.13345317
## 2404           Gnas     14683  660.012229   2.501286e-02 0.08928134
## 2405           Eml3    225898   18.448950   2.491357e-02 0.15049097
## 2406          Sf3b4    107701   35.227373   2.490375e-02 0.13182020
## 2407            Zak      <NA>   13.627933   2.489722e-02 0.15825796
## 2408            Mcu    215999    6.805517   2.487405e-02 0.18345595
## 2409        Zcchc17    619605   33.895262   2.485583e-02 0.13411473
## 2410          Acbd6     72482   46.194562   2.479145e-02 0.12381757
## 2411            Eed     13626   46.862659   2.478139e-02 0.12286265
## 2412          Ncbp1    433702   60.308388   2.475850e-02 0.11796809
## 2413         Mrpl55     67212   18.782534   2.473294e-02 0.14974738
## 2414          Usp39     28035   41.381121   2.473279e-02 0.12670905
## 2415           Ssr1    107513   22.256723   2.472800e-02 0.14684740
## 2416        Bcl2l13     94044   14.290862   2.469568e-02 0.15658076
## 2417         Ints10     70885   14.300624   2.466596e-02 0.15665347
## 2418          Sf3a3     75062   82.378545   2.462987e-02 0.11328078
## 2419          Csrp1     13007  110.410980   2.462023e-02 0.11188852
## 2420           Ssh2    237860   37.721473   2.461367e-02 0.13292257
## 2421          Ggact    223267   13.287271   2.460836e-02 0.15965214
## 2422         Zfand3     21769   45.847948   2.460431e-02 0.12506951
## 2423          Fgf13     14168   18.082040   2.455052e-02 0.15984999
## 2424          Telo2     71718   13.310818   2.454392e-02 0.15969554
## 2425          Rrp36    224823   24.588053   2.450180e-02 0.14270604
## 2426        Slc25a4     11739  169.659698   2.448375e-02 0.08825884
## 2427          Ap1b1     11764   51.350726   2.447434e-02 0.12178890
## 2428          Acsl5    433256   80.272171   2.442522e-02 0.11225373
## 2429         Tbccd1     70573    9.478686   2.442053e-02 0.16827066
## 2430          Ap1s1     11769   54.819618   2.438919e-02 0.12163153
## 2431         Ccdc71     72454   24.922690   2.438880e-02 0.14222748
## 2432         Exosc9     50911   35.568565   2.436750e-02 0.13202299
## 2433          Dnm1l     74006   30.745768   2.436438e-02 0.13571144
## 2434          Pros1     19128    5.138260   2.435812e-02 0.20478722
## 2435         Kdelr1     68137   52.676356   2.434763e-02 0.12065284
## 2436         Mospd3     68929   41.426053   2.434582e-02 0.13746338
## 2437          Fam3c     27999   23.087115   2.431562e-02 0.15002632
## 2438            Ssb     20823  167.675987   2.430922e-02 0.09008073
## 2439           Pex7     18634   10.138287   2.428700e-02 0.16557442
## 2440        Dnttip1     76233   37.223254   2.426091e-02 0.12978214
## 2441         Zfp428    232969   31.415054   2.422832e-02 0.13468681
## 2442        Gorasp2     70231   40.041460   2.420957e-02 0.13023267
## 2443           Bora     77744   18.766789   2.417988e-02 0.15079502
## 2444          Rwdd1     66521   43.045306   2.413510e-02 0.12532347
## 2445          Hyal2     15587   10.472758   2.413014e-02 0.16444632
## 2446           Pex6    224824   25.602236   2.412678e-02 0.14134847
## 2447           Dtx3     80904   19.459184   2.412459e-02 0.14941439
## 2448         Exosc5     27998   57.540980   2.412233e-02 0.11857920
## 2449          Ticrr     77011    8.131451   2.408914e-02 0.17534682
## 2450          Sin3a     20466   41.360150   2.408518e-02 0.12833437
## 2451          Cpne3     70568   12.953917   2.407757e-02 0.16105183
## 2452          Dhx15     13204  137.240807   2.403670e-02 0.09940339
## 2453         Trim39     79263   12.651788   2.402425e-02 0.16247312
## 2454  2700060E02Rik      <NA>   80.071059   2.402145e-02 0.10970389
## 2455        Slc31a1     20529   14.618735   2.397970e-02 0.15652532
## 2456           Edc3    353190   26.587629   2.397353e-02 0.13956561
## 2457           Aacs     78894   12.647465   2.397076e-02 0.16240044
## 2458         U2surp     67958   29.069335   2.391447e-02 0.13943398
## 2459          Cops2     12848   40.029398   2.388910e-02 0.13060527
## 2460          Leng8    232798   29.628152   2.386991e-02 0.14334461
## 2461          Tfb1m    224481   10.134115   2.379077e-02 0.16611149
## 2462          Abca3     27410   15.623319   2.378974e-02 0.15407428
## 2463          Pacs1    107975   15.959568   2.378641e-02 0.15304800
## 2464         Nup107    103468   30.735931   2.377304e-02 0.13672719
## 2465          Wdr12     57750   17.473022   2.376348e-02 0.15414816
## 2466         Ccdc22     54638   15.959644   2.374158e-02 0.15316138
## 2467         Enoph1     67870   19.444065   2.373351e-02 0.14945496
## 2468          Wdr24    268933   15.631847   2.370237e-02 0.15411325
## 2469          Armc1     74252   26.253629   2.369193e-02 0.14032698
## 2470         Mettl9     59052   54.478052   2.367496e-02 0.12398338
## 2471         Pard6g     93737    7.966133   2.364566e-02 0.18361187
## 2472           Aco1     11428   10.476117   2.361268e-02 0.16489100
## 2473           Gas5     14455   42.322452   2.360904e-02 0.15024005
## 2474        Ccdc88a    108686   13.284546   2.356586e-02 0.16066572
## 2475       Slc25a44    229517   11.142285   2.355402e-02 0.16264729
## 2476           Faf1     14084   21.766371   2.355285e-02 0.14493841
## 2477  A930015D03Rik     77810   11.137948   2.353686e-02 0.16263849
## 2478         Ndufa5     68202   61.284079   2.353675e-02 0.12018186
## 2479        Hnrnpa1     15382  198.315644   2.350542e-02 0.09088725
## 2480           Mylk    107589    5.167825   2.345318e-02 0.20825173
## 2481          Iars2    381314   26.587693   2.345070e-02 0.14004646
## 2482          Usp33    170822   16.621158   2.344572e-02 0.15184502
## 2483          Bnip2     12175   28.254829   2.344250e-02 0.13718060
## 2484           Pdk3    236900   21.101271   2.343231e-02 0.14653543
## 2485          Rrp15     67223   40.736305   2.341797e-02 0.13018854
## 2486          Srsf4     57317   76.253263   2.340085e-02 0.11069108
## 2487           Arf2     11841   20.096174   2.339735e-02 0.14883212
## 2488         Fam76a    230789   11.469841   2.337022e-02 0.16160362
## 2489         Mrpl44     69163   27.254374   2.336834e-02 0.13896863
## 2490          Akap1     11640   14.957170   2.333772e-02 0.15615799
## 2491          Smim4     66487   32.410716   2.332828e-02 0.13520959
## 2492        Fam101b      <NA>   13.706220   2.328805e-02 0.19439910
## 2493           Rhog     56212  100.897813   2.328546e-02 0.10272635
## 2494           Mob2    101513   26.917669   2.323982e-02 0.14028093
## 2495          Fancl     67030   16.615296   2.320376e-02 0.15230191
## 2496         Kdelr2     66913   27.909664   2.319991e-02 0.13833089
## 2497          Seh1l     72124   32.073589   2.319097e-02 0.13534766
## 2498          Tbcel    272589   19.305510   2.317583e-02 0.15552291
## 2499          Cops5     26754   51.503860   2.317367e-02 0.11989578
## 2500          Pdcd5     56330   44.706722   2.315695e-02 0.12516699
## 2501           Rbl1     19650   33.208473   2.313724e-02 0.13834675
## 2502           Bzw1     66882  167.804846   2.313473e-02 0.09224744
## 2503          Hspa4     15525   82.778021   2.312009e-02 0.10811319
## 2504          Ap4b1     67489   11.475024   2.306212e-02 0.16192571
## 2505        Ccndbp1     17151   43.569755   2.302472e-02 0.13277282
## 2506         Cenpc1     12617   22.096791   2.298491e-02 0.14486331
## 2507           Iars    105148   42.069003   2.297230e-02 0.12926121
## 2508           Tars    110960   44.734987   2.294311e-02 0.12539186
## 2509          Psmb3     26446  128.599064   2.292533e-02 0.09598841
## 2510         Mrpl45     67036   16.947207   2.292524e-02 0.15167011
## 2511           Git1    216963   22.109973   2.290648e-02 0.14506360
## 2512          Ecsit     26940   22.777934   2.288442e-02 0.14356358
## 2513          Ptov1     84113   41.028574   2.287641e-02 0.13124199
## 2514          Cd151     12476   10.812004   2.284260e-02 0.16459273
## 2515          Cars2     71941   11.796132   2.280996e-02 0.16115616
## 2516          Mars2    212679   11.478534   2.278821e-02 0.16223553
## 2517          Knop1     66356   16.298320   2.277484e-02 0.15340168
## 2518          Prpf3     70767   23.435469   2.274020e-02 0.14281220
## 2519        Flywch1    224613   14.942449   2.273051e-02 0.15713324
## 2520          Dis3l    213550   11.793872   2.271718e-02 0.16132444
## 2521          Asah1     11886   16.951379   2.269742e-02 0.15201925
## 2522          Cnpy3     72029   48.372892   2.268755e-02 0.12061059
## 2523       Ebna1bp2     69072   27.606578   2.266984e-02 0.13939541
## 2524          Pnpt1     71701   23.109286   2.266940e-02 0.14344396
## 2525          Rhno1     72440   35.059700   2.266699e-02 0.13129264
## 2526         Rnf187    108660  116.140091   2.266282e-02 0.09640894
## 2527         Phlda1     21664   10.817565   2.265908e-02 0.17592854
## 2528          Stx12    100226   12.464078   2.265075e-02 0.15917043
## 2529          Psmd3     22123   95.566735   2.265028e-02 0.09991521
## 2530         Mapre2    212307   12.141539   2.262921e-02 0.16030301
## 2531       Tmem183a     57439   28.584362   2.255335e-02 0.13776431
## 2532         Mrpl11     66419   12.130452   2.254385e-02 0.16028579
## 2533           Tap1     21354   89.716760   2.252124e-02 0.12012263
## 2534          Renbp     19703   16.946471   2.247043e-02 0.15221192
## 2535         Prkrir      <NA>   30.253186   2.245785e-02 0.13507766
## 2536         Ogfod3     66179    9.132649   2.237691e-02 0.17195546
## 2537           Pus1     56361   32.440613   2.237342e-02 0.13650733
## 2538           Gdi2     14569  197.834201   2.236926e-02 0.09136273
## 2539        Ppp1r21     73825   24.095027   2.235567e-02 0.14177590
## 2540           Gm2a     14667   36.075413   2.235151e-02 0.13077579
## 2541           Bub3     12237   99.143393   2.234490e-02 0.10813112
## 2542          Adrm1     56436   30.916040   2.233510e-02 0.13405939
## 2543           Cluh     74148   24.617634   2.233285e-02 0.14547831
## 2544          Gstm1     14862   11.815323   2.226734e-02 0.17290340
## 2545           G2e3    217558    7.307009   2.226328e-02 0.17538674
## 2546         Ddrgk1     77006   60.679738   2.226230e-02 0.11449226
## 2547       Mapk8ip3     30957   14.981238   2.226065e-02 0.15796250
## 2548         Ctage5      <NA>   45.081429   2.225309e-02 0.12712854
## 2549           Wbp5      <NA>   56.985333   2.224394e-02 0.12062185
## 2550          Mapk6     50772   26.588571   2.223169e-02 0.14192440
## 2551           Rtn3     20168   79.218995   2.221142e-02 0.11156967
## 2552        Pip4k2a     18718   29.572904   2.218680e-02 0.13675642
## 2553           Ccz1    231874   54.175544   2.214311e-02 0.11836288
## 2554  1110008F13Rik      <NA>  105.584999   2.213471e-02 0.10218306
## 2555           Xpot     73192   21.781562   2.211534e-02 0.14668337
## 2556        Timm10b     14356   25.425133   2.211028e-02 0.13967237
## 2557           Nab1     17936   16.279699   2.210935e-02 0.15435794
## 2558           Sars     20226   37.583607   2.210720e-02 0.13403902
## 2559           Pus7     78697   18.137838   2.203212e-02 0.15464953
## 2560      Gabarapl1     57436   30.770575   2.201972e-02 0.14066492
## 2561          Psmc1     19179  118.915395   2.200355e-02 0.10185672
## 2562          G3bp1     27041  129.304321   2.199953e-02 0.09910566
## 2563         Lrrc8c    100604   51.650539   2.199885e-02 0.13484212
## 2564          Acadl     11363   56.630545   2.199660e-02 0.12142500
## 2565         Mrpl47     74600   26.098262   2.188780e-02 0.13869762
## 2566          Safb2    224902   45.740030   2.185647e-02 0.12778787
## 2567  1810026J23Rik      <NA>   25.083898   2.185412e-02 0.14085070
## 2568          Rpp30     54364   22.752220   2.184647e-02 0.14533432
## 2569          Crtap     56693   13.468681   2.184013e-02 0.15708517
## 2570         Vps26a     30930   29.230238   2.180195e-02 0.13826091
## 2571          Psmd9     67151   13.794713   2.179468e-02 0.15625242
## 2572         Plscr2     18828    4.139202   2.178567e-02 0.24160112
## 2573          Cstf3    228410   26.100522   2.176688e-02 0.13889082
## 2574           Srpr     67398   50.012947   2.174973e-02 0.12084318
## 2575         Sacm1l     83493   30.235413   2.173549e-02 0.13653647
## 2576          Fdft1     14137    8.316323   2.172796e-02 0.17072449
## 2577          Brcc3    210766   25.765764   2.172707e-02 0.13990578
## 2578         Mrpl46     67308   31.897247   2.171491e-02 0.13363033
## 2579            Myc     17869   93.509492   2.168538e-02 0.15199753
## 2580          Drap1     66556  125.016434   2.166103e-02 0.09593738
## 2581          Kdm7a    338523    8.321339   2.166082e-02 0.17074672
## 2582         Prkag2    108099    8.976527   2.163838e-02 0.16743628
## 2583         Mettl5     75422   19.274671   2.155631e-02 0.14812346
## 2584          Sdad1    231452   18.630601   2.152573e-02 0.14973608
## 2585         Polr2c     20021   26.083408   2.152395e-02 0.13938306
## 2586          Ube2m     22192   94.045425   2.150559e-02 0.10104536
## 2587        Tmem108     81907    7.467303   2.147797e-02 0.18305443
## 2588            Mmd     67468    8.639134   2.145667e-02 0.16922077
## 2589       Gpatch11     53951    8.653308   2.145383e-02 0.16938003
## 2590           Sgk3    170755   13.644295   2.141747e-02 0.16252861
## 2591          Papd7      <NA>    8.977372   2.141613e-02 0.16764185
## 2592       Cdc42ep3    260409   50.364144   2.141235e-02 0.12195303
## 2593       Tnfrsf21     94185   14.135045   2.140280e-02 0.15573932
## 2594          Gna12     14673   32.259297   2.137750e-02 0.13428426
## 2595          Cdc27    217232   18.272526   2.137366e-02 0.15056520
## 2596         Fam89b     17826   37.403062   2.136265e-02 0.13142794
## 2597      D10Jhu81e      <NA>   42.854914   2.132298e-02 0.12727911
## 2598           Itpa     16434   13.785193   2.130332e-02 0.15697213
## 2599           Fdx1     14148   16.946105   2.130013e-02 0.15415060
## 2600          Traf5     22033   12.146100   2.129088e-02 0.16231256
## 2601           Cd52     23833  617.199063   2.122824e-02 0.10383598
## 2602        Sigmar1     18391   22.790680   2.119551e-02 0.14665084
## 2603       Vkorc1l1     69568    9.644714   2.118228e-02 0.16524146
## 2604           Wtap     60532   60.177352   2.117398e-02 0.11336823
## 2605           Cmc4 105886298    8.654890   2.116668e-02 0.16982041
## 2606           Eci1     13177   29.314924   2.116428e-02 0.16063070
## 2607        Cdk2ap1     13445   14.117403   2.115386e-02 0.15631055
## 2608         Vcpkmt    207965   26.760485   2.114990e-02 0.13859824
## 2609          Nelfa     24116   26.746685   2.110744e-02 0.13888169
## 2610          Cdca2    108912   20.079998   2.109068e-02 0.15218917
## 2611           Bod1     69556    9.303479   2.108689e-02 0.16678479
## 2612         Hiatl1      <NA>   21.940503   2.107970e-02 0.14317431
## 2613        Mrps18c     68735  111.117905   2.105971e-02 0.10063500
## 2614          Ubap2     68926   34.583058   2.103120e-02 0.13038002
## 2615          Trmt1    212528   30.606550   2.100386e-02 0.13747483
## 2616         Mrps31     57312   15.454140   2.096207e-02 0.15286740
## 2617          Pprc1    226169   18.636870   2.096097e-02 0.15058595
## 2618           Chd3    216848   25.253867   2.095974e-02 0.19083819
## 2619        Cramp1l      <NA>    9.978265   2.094252e-02 0.16427293
## 2620             Cs     12974   92.569076   2.093429e-02 0.10016064
## 2621          Bud13    215051   15.451879   2.091800e-02 0.15298957
## 2622           Eprs    107508   58.851095   2.090327e-02 0.11546021
## 2623         Hnrnpl     15388  262.291581   2.089999e-02 0.08323160
## 2624         Rnf126     70294   34.252009   2.089045e-02 0.13133120
## 2625       Cyb561d2     56368    9.302229   2.081851e-02 0.16713354
## 2626          Psmc6     67089   80.258370   2.079154e-02 0.10552658
## 2627         Rpusd1    106707    9.635690   2.074684e-02 0.16593552
## 2628          Prmt5     27374   40.405601   2.074605e-02 0.12773756
## 2629          Ube4a    140630   22.598929   2.073583e-02 0.14240870
## 2630           Ubr7     66622   30.552692   2.069366e-02 0.13821610
## 2631          Nampt     59027   14.464590   2.067246e-02 0.15590901
## 2632          Cdc34    216150   64.671458   2.066003e-02 0.11399872
## 2633            Gss     14854    9.304928   2.063952e-02 0.16715184
## 2634          Gsk3a    606496   54.989805   2.062560e-02 0.11689528
## 2635         Morc2a     74522   29.612959   2.061991e-02 0.14022679
## 2636        Trappc4     60409   46.857638   2.060830e-02 0.12319173
## 2637         Adgrg3     54672   47.229637   2.060505e-02 0.16844314
## 2638           Dnm2     13430   62.154359   2.059787e-02 0.11288876
## 2639       Atp6v1b2     11966   42.045484   2.057107e-02 0.12551731
## 2640          Ptpn9     56294   21.261984   2.056568e-02 0.14537793
## 2641  E130309D02Rik      <NA>   29.421675   2.056182e-02 0.13532226
## 2642          Cep83     77048   29.754597   2.055904e-02 0.13437461
## 2643          Elmo1    140580   32.584783   2.054278e-02 0.13478852
## 2644         Higd1a     56295   10.300804   2.054133e-02 0.16352076
## 2645          Eif4h     22384  182.746928   2.050484e-02 0.08591739
## 2646           Scly     50880   28.095351   2.047990e-02 0.13765922
## 2647        Zfand2b     68818   22.276613   2.046152e-02 0.14392295
## 2648         Elovl1     54325   29.427265   2.044916e-02 0.13561771
## 2649          Cox6c     12864  412.389314   2.043474e-02 0.07038847
## 2650            Hn1      <NA>  141.046312   2.042995e-02 0.09185609
## 2651           Fhl3     14201    8.646303   2.042498e-02 0.17080942
## 2652          Ssbp1    381760   28.428938   2.035479e-02 0.13704801
## 2653          Adam9     11502    8.634555   2.031081e-02 0.17075572
## 2654           Capg     12332   51.430656   2.029540e-02 0.13256344
## 2655           Lsm6     78651   21.930609   2.027577e-02 0.14440998
## 2656         Mms22l    212377   15.443775   2.021977e-02 0.15415281
## 2657           Atg3     67841   30.074305   2.021927e-02 0.13446837
## 2658          Ddx21     56200   80.170620   2.021418e-02 0.11267197
## 2659          Cdan1     68968    9.965506   2.020952e-02 0.16521079
## 2660         Ccdc77     67200   10.969671   2.018669e-02 0.16157264
## 2661           Pus3     67049   21.954258   2.017145e-02 0.14509289
## 2662           Pja2    224938   17.114965   2.011715e-02 0.15017374
## 2663            Mpi    110119   11.302980   2.011575e-02 0.16049130
## 2664          Trpv2     22368   27.615772   2.010031e-02 0.14545441
## 2665           Pin1     23988   17.117829   2.009172e-02 0.15000984
## 2666         Nploc4    217365   24.596004   2.004111e-02 0.13963287
## 2667           Npat    244879   10.630696   2.004036e-02 0.16293042
## 2668           Adsl     11564   23.938936   2.002783e-02 0.14085436
## 2669          Tjap1     74094   22.275439   2.002321e-02 0.14482945
## 2670            Ubb     22187  127.761475   2.000859e-02 0.09895082
## 2671         Tbc1d5     72238   16.782499   2.000594e-02 0.15117625
## 2672         Rwdd2b     53858   11.303900   1.997763e-02 0.16067698
## 2673           Nadk    192185   35.263116   1.996597e-02 0.13198301
## 2674         Timm23     53600   10.980441   1.994665e-02 0.16193846
## 2675          Dhrs1     52585   17.110220   1.993024e-02 0.15039727
## 2676           Fmr1     14265   28.068403   1.992271e-02 0.13878799
## 2677        Camsap2     67886   11.308404   1.991074e-02 0.16081676
## 2678           Emc7     73024   45.367083   1.989913e-02 0.12139689
## 2679         Ppp1r2     66849   11.296382   1.986645e-02 0.16089409
## 2680           Ltv1    353258   30.096964   1.983541e-02 0.13514758
## 2681         Psmd12     66997   65.137002   1.982042e-02 0.11074139
## 2682          Ilkap     67444   52.510958   1.981395e-02 0.11691452
## 2683          Morn2    378462   13.782558   1.980933e-02 0.15892920
## 2684            Ada     11486   26.758634   1.980910e-02 0.14155593
## 2685           Pkn2    109333   17.785775   1.980072e-02 0.14889631
## 2686          Isca2     74316   32.580317   1.979902e-02 0.13689765
## 2687        Prps1l3    328099   31.083683   1.979527e-02 0.13341139
## 2688          Ube2o    217342   37.090761   1.976697e-02 0.14411289
## 2689       Cdk5rap3     80280   17.455386   1.974229e-02 0.14988155
## 2690           Mars      <NA>   37.573617   1.972179e-02 0.12868888
## 2691          Psmd4     19185   98.899996   1.965434e-02 0.09847995
## 2692          Tssc1      <NA>   25.599190   1.965321e-02 0.13830533
## 2693          Cdca4     71963   56.640419   1.964147e-02 0.11785397
## 2694          Tpra1     24100   16.467867   1.962345e-02 0.15287217
## 2695          Ypel5    383295   25.261251   1.961615e-02 0.13944885
## 2696          Senp1    223870   15.785174   1.957862e-02 0.15440088
## 2697          Foxk2     68837   18.458814   1.956322e-02 0.14774794
## 2698        Arl6ip6     65103   18.105964   1.948290e-02 0.14876732
## 2699           Smc3     13006   58.789571   1.948165e-02 0.12079995
## 2700          Uchl3     50933   59.010282   1.946118e-02 0.11507888
## 2701           Fig4    103199   18.116073   1.942228e-02 0.14883189
## 2702          Utp18    217109   24.939367   1.940681e-02 0.14003721
## 2703         Mrfap1     67568  106.666040   1.940667e-02 0.09690306
## 2704          Vps29     56433   46.350551   1.939934e-02 0.12150428
## 2705        Slc35b4     58246   12.942937   1.939209e-02 0.16702103
## 2706          Srrm1     51796   80.116812   1.935475e-02 0.10465750
## 2707         Eefsec     65967   23.584504   1.929090e-02 0.14317101
## 2708            Dbi     13167  124.542483   1.926731e-02 0.10942238
## 2709        Slc45a4    106068   10.636888   1.924982e-02 0.16404072
## 2710          Parp3    235587   11.304338   1.924955e-02 0.16163828
## 2711       Mphosph6     68533   24.600226   1.923915e-02 0.14102866
## 2712           Ccni     12453  114.272656   1.923669e-02 0.11144967
## 2713          Ufsp2    192169   17.437776   1.922736e-02 0.15076166
## 2714         Ifngr1     15979   50.707723   1.921462e-02 0.12784632
## 2715         Polr1d     20018   87.255330   1.921163e-02 0.10357571
## 2716         Commd2     52245   12.630254   1.920541e-02 0.15775553
## 2717          Nup54    269113   19.112827   1.920448e-02 0.14679606
## 2718           Pld3     18807   17.794933   1.919606e-02 0.15021928
## 2719       Atp6v1e1     11973   64.836236   1.913291e-02 0.11544047
## 2720         Mrps14     64659   31.724225   1.910573e-02 0.13420007
## 2721           Med6     69792   20.114456   1.909622e-02 0.14505233
## 2722           Smn1     20595   41.557342   1.908116e-02 0.12363933
## 2723        Gltscr2      <NA>  179.305781   1.906044e-02 0.08555757
## 2724        Chordc1     66917   72.314700   1.905918e-02 0.11254031
## 2725          Usp25     30940   44.047172   1.904800e-02 0.12694677
## 2726         Gabpb2    213054   26.922894   1.904494e-02 0.13708102
## 2727     Cdkn2aipnl     52626   61.980357   1.900405e-02 0.11286889
## 2728          Whsc1      <NA>   41.824706   1.900114e-02 0.13501240
## 2729         Trim25    217069   41.764141   1.897346e-02 0.12999653
## 2730          Ccpg1     72278   20.103279   1.896885e-02 0.14523172
## 2731          Slfn5    327978    9.162473   1.896322e-02 0.17784648
## 2732         Faap20     67513   12.629186   1.893784e-02 0.15806373
## 2733        Dennd1a    227801   14.784040   1.892281e-02 0.15781038
## 2734          Tbrg4     21379   33.097343   1.892084e-02 0.13238744
## 2735         Tomm20     67952   12.964593   1.889713e-02 0.15699020
## 2736        Rasgrp3    240168    3.809455   1.889701e-02 0.21781566
## 2737        Ctnnbl1     66642   33.058611   1.889682e-02 0.13239561
## 2738         Bri3bp     76809   11.316360   1.886897e-02 0.16223737
## 2739          Synj2     20975    5.142666   1.879053e-02 0.19095567
## 2740           Atn1     13498    9.125644   1.875728e-02 0.17757056
## 2741           Mtor     56717   14.478068   1.872935e-02 0.15940085
## 2742           Usp5     22225   49.349064   1.872924e-02 0.11889359
## 2743          Nosip     66394   28.247247   1.872127e-02 0.13542964
## 2744         Cep295    319675   13.291379   1.871950e-02 0.15637180
## 2745           Mbd3     17192   91.923079   1.871585e-02 0.09931596
## 2746          Hspa5     14828  359.025632   1.870599e-02 0.09021677
## 2747          Sugt1     67955   26.922982   1.866629e-02 0.13875008
## 2748           Ska2     66140   29.047647   1.863327e-02 0.14041977
## 2749         Heatr3    234549   20.121601   1.863270e-02 0.14561450
## 2750           Ilf2     67781   65.647467   1.861215e-02 0.10892823
## 2751          Eif5b    226982   27.604462   1.858161e-02 0.13682739
## 2752         Zfp467     68910    5.476217   1.856302e-02 0.18757282
## 2753          Tusc2     80385   20.111262   1.854633e-02 0.14638413
## 2754           Phf7     71838    7.142904   1.852423e-02 0.17404385
## 2755         Zfp472    224691   14.296851   1.850073e-02 0.15423032
## 2756           Clpb     20480    7.475959   1.846865e-02 0.17215415
## 2757          Oxa1l     69089   31.738669   1.845805e-02 0.13670237
## 2758        Tmem192     73067   27.906178   1.845202e-02 0.13680824
## 2759          Scaf8    106583   36.069971   1.844059e-02 0.12908706
## 2760          Nsdhl     18194   13.629840   1.842129e-02 0.15609308
## 2761           Atf1     11908   28.909606   1.842033e-02 0.13487424
## 2762           Cars     27267   18.128516   1.840894e-02 0.15070620
## 2763         Dnajc8     68598  145.056900   1.840296e-02 0.08941951
## 2764          Naa50     72117   48.015300   1.838761e-02 0.12202372
## 2765         Wdr45b     66840   21.774080   1.835239e-02 0.14272596
## 2766          Thap7     69009   14.633431   1.833227e-02 0.15344710
## 2767           Elp5     54351   29.912669   1.831582e-02 0.13346241
## 2768          Chd1l     68058   14.959481   1.830708e-02 0.15252312
## 2769          Mink1     50932   22.956166   1.828731e-02 0.14636383
## 2770         Txnl4a     27366  101.733508   1.825698e-02 0.09604553
## 2771        Snora17 100306954   12.302498   1.824604e-02 0.42134726
## 2772         Eif2b5    224045   44.536302   1.823323e-02 0.12153567
## 2773          Atox1     11927   85.051612   1.822025e-02 0.10595309
## 2774         Klhl25    207952   13.964202   1.821087e-02 0.15577652
## 2775           Gmpr     66355   11.286416   1.819570e-02 0.17493510
## 2776        Serinc1     56442   43.886234   1.819394e-02 0.12357491
## 2777         Katnb1     74187    8.472439   1.816521e-02 0.16767822
## 2778         Man2b1     17159   36.076403   1.815329e-02 0.13000090
## 2779          Lmnb2     16907   24.585283   1.812256e-02 0.14357882
## 2780           Aamp    227290   58.184043   1.810229e-02 0.11481333
## 2781          Ftsj3     56095   49.394214   1.807037e-02 0.12178956
## 2782          Dnpep     13437   22.775305   1.805169e-02 0.14150871
## 2783          Ptpn1     19246   23.108028   1.805069e-02 0.14077446
## 2784         Mrps30     59054   30.580407   1.803504e-02 0.13258886
## 2785         Osbpl8    237542   22.120630   1.803064e-02 0.14301676
## 2786       Eif4ebp1     13685   43.725982   1.801949e-02 0.12999512
## 2787          Bckdk     12041   22.918460   1.799196e-02 0.14674451
## 2788        Zfyve21     68520    7.478608   1.798705e-02 0.17325668
## 2789           Uxs1     67883   13.622612   1.794151e-02 0.15666840
## 2790         Ndufa9     66108   82.363057   1.791171e-02 0.11025995
## 2791            Ak6 102216272   30.582528   1.790133e-02 0.13346802
## 2792           Cul7     66515   13.299360   1.789171e-02 0.15813776
## 2793           Snf8     27681   54.340295   1.788931e-02 0.11513392
## 2794          Psmd6     66413   83.580635   1.788741e-02 0.10279250
## 2795           Pgm2     66681   14.951226   1.788580e-02 0.15324006
## 2796           Sdhc     66052   86.034077   1.786302e-02 0.10588954
## 2797          Tnpo1    238799   35.724419   1.785499e-02 0.13051517
## 2798         Rab27a     11891   12.281023   1.783075e-02 0.16095653
## 2799           Cul5     75717   15.284281   1.782878e-02 0.15245704
## 2800        Isg20l2    229504   37.069982   1.781299e-02 0.12846362
## 2801           Eif1     20918  239.013111   1.778110e-02 0.08189548
## 2802           Api5     11800   66.959399   1.777048e-02 0.11048847
## 2803         Drosha     14000   23.773053   1.776790e-02 0.14006872
## 2804          Clcc1    229725   22.096454   1.776344e-02 0.14334570
## 2805           Gnb4     14696   12.103317   1.775114e-02 0.17760596
## 2806       Tbc1d22a    223754   14.626260   1.773789e-02 0.15450688
## 2807           Brk1    101314  126.784005   1.769995e-02 0.09212997
## 2808           Ece2    107522   14.638632   1.767603e-02 0.15446497
## 2809           Mum1      <NA>   16.623246   1.766840e-02 0.14949861
## 2810         Ggnbp2    217039   46.558214   1.764709e-02 0.12099757
## 2811          Cep89     72140    9.138969   1.763932e-02 0.16560050
## 2812        Tmem261      <NA>   55.023668   1.760640e-02 0.11469922
## 2813          Sympk     68188   46.516413   1.757348e-02 0.12102139
## 2814         Ndufa6     67130  169.091402   1.755085e-02 0.08526814
## 2815          Tssc4     56844   24.426145   1.755074e-02 0.13916568
## 2816       Slc25a15     18408    8.808854   1.754651e-02 0.16703519
## 2817           Uba5     66663   23.085402   1.754416e-02 0.14203462
## 2818        Txndc15     69672   16.290870   1.753632e-02 0.15052496
## 2819            Oat     18242   71.102644   1.753322e-02 0.11378548
## 2820         Nudt22     68323    9.471859   1.752474e-02 0.16441218
## 2821       Tbc1d22b    381085   16.955622   1.750732e-02 0.14909621
## 2822         Ube2e3     22193   63.770107   1.749986e-02 0.12226212
## 2823          Btbd9    224671    9.469673   1.748653e-02 0.16462923
## 2824          Tsnax     53424   32.906015   1.746837e-02 0.13006612
## 2825          Dusp4    319520    5.997254   1.744571e-02 0.19729740
## 2826           Ing5     66262    9.810667   1.744564e-02 0.16330302
## 2827         Sapcd2     72080   10.615677   1.744393e-02 0.16713979
## 2828           Crat     12908    9.806311   1.744250e-02 0.16344946
## 2829           Ece1    230857   14.301571   1.742928e-02 0.15581482
## 2830         Mrpl16     94063   32.908441   1.742061e-02 0.13016268
## 2831          Vps52    224705   41.381094   1.742030e-02 0.12288115
## 2832            Slk     20874   21.417357   1.740932e-02 0.14597730
## 2833         Atad3a    108888   38.273205   1.739472e-02 0.13394274
## 2834         Eif1ad     69860   24.425333   1.735924e-02 0.13945503
## 2835           Fhl1     14199    5.981664   1.735887e-02 0.19719987
## 2836           Scap    235623   93.552598   1.732554e-02 0.10661305
## 2837          Smad7     17131    8.811685   1.732315e-02 0.16751941
## 2838          Snrpa     53607   72.421855   1.723498e-02 0.11259344
## 2839        Ccdc71l     72123    8.658955   1.722413e-02 0.17685090
## 2840  0610007P14Rik      <NA>   31.914267   1.721648e-02 0.13288860
## 2841        Gm12669    620016   38.719101   1.721238e-02 0.12808458
## 2842        Klhdc10     76788    9.803828   1.721086e-02 0.16367364
## 2843         Rab40c    224624   17.288403   1.719509e-02 0.14917681
## 2844          Rrp7a     74778   39.420612   1.718451e-02 0.12705562
## 2845          Acsl4     50790   15.280529   1.717187e-02 0.15371127
## 2846          Wdr82     77305   64.794148   1.716722e-02 0.10981946
## 2847      Dpm1-adnp      <NA>   32.912281   1.715178e-02 0.13110245
## 2848        Brip1os     74038   23.746584   1.715076e-02 0.14168418
## 2849          Usp19     71472   58.664336   1.713963e-02 0.11170784
## 2850           Glb1     12091   32.890119   1.713230e-02 0.13152500
## 2851            C1d     57316   17.279261   1.712385e-02 0.14895219
## 2852          Firre    103012    8.160174   1.711505e-02 0.17118243
## 2853           Tank     21353   15.625631   1.710687e-02 0.15351506
## 2854          Tmod3     50875   53.991335   1.709150e-02 0.11900135
## 2855         Rabepk    227746   10.132361   1.708310e-02 0.16276779
## 2856         Ndufs8    225887  116.462689   1.706595e-02 0.09422292
## 2857         Ube2v1     66589   17.612316   1.706235e-02 0.14826881
## 2858           Mtap     66902   63.427788   1.706029e-02 0.13824213
## 2859          Hbs1l     56422   24.769838   1.704200e-02 0.13952305
## 2860            Pts     19286   41.370098   1.699141e-02 0.12435260
## 2861        Ndufaf4     68493    9.815684   1.698288e-02 0.16407879
## 2862          Acad9    229211   10.802568   1.697874e-02 0.16049565
## 2863          Nsun5    100609   10.477032   1.695004e-02 0.16168643
## 2864         Srebf1     20787   26.425537   1.692473e-02 0.13703684
## 2865            Pdf     68023   27.092327   1.688124e-02 0.13567720
## 2866         Exosc1     66583   17.628090   1.681784e-02 0.14886192
## 2867          Chmp3     66700   35.903728   1.681686e-02 0.12706379
## 2868          Poc1b    382406   16.938946   1.681071e-02 0.15041635
## 2869           Stk3     56274   28.272384   1.675602e-02 0.14145321
## 2870          Asna1      <NA>   48.846376   1.674287e-02 0.12082733
## 2871           Xbp1     22433   48.237404   1.672276e-02 0.12258923
## 2872          Clcn7     26373   11.473511   1.671293e-02 0.15883185
## 2873         Cuedc2     67116   35.556244   1.671201e-02 0.12790664
## 2874           Shc1     20416   27.756762   1.669033e-02 0.13496232
## 2875        Phactr4    100169   11.468329   1.668736e-02 0.15894600
## 2876       AU019823      <NA>   19.273730   1.663765e-02 0.14551982
## 2877          Frat2    212398    8.820734   1.662676e-02 0.16939227
## 2878        Fam188a      <NA>   11.135548   1.660108e-02 0.15998605
## 2879        Agtpbp1     67269   10.130209   1.657879e-02 0.16352981
## 2880          Anxa7     11750   32.240881   1.655312e-02 0.13538496
## 2881           Rgs8     67792   10.802402   1.655269e-02 0.16130494
## 2882         Cdk11b     12537   44.396208   1.651125e-02 0.12144699
## 2883          Phf19     74016    8.130543   1.649575e-02 0.17237171
## 2884         Psmd13     23997   92.551541   1.647449e-02 0.09918625
## 2885         Zfp160    224585   11.804547   1.642115e-02 0.15846748
## 2886           Hprt     15452  139.556039   1.639462e-02 0.09299310
## 2887         Acaa1a    113868   19.942762   1.638129e-02 0.14461591
## 2888          Fxyd5     18301   84.197494   1.635501e-02 0.11812351
## 2889           Dffb     13368   12.467070   1.634334e-02 0.15652685
## 2890         Gpr108     78308   29.089205   1.631104e-02 0.13384264
## 2891          Plrg1     53317   43.013386   1.628870e-02 0.12477553
## 2892          Med25     75613   19.607147   1.628789e-02 0.14534295
## 2893            Lck     16818   15.303331   1.627491e-02 0.15623180
## 2894          Jmjd8     72106   18.301185   1.624963e-02 0.14887561
## 2895         Erlin1    226144   11.466011   1.624786e-02 0.15962327
## 2896           Asb6     72323   19.623806   1.624168e-02 0.14584306
## 2897          Mcrs1     51812   29.077635   1.622682e-02 0.13374433
## 2898          Nup93     71805   35.551862   1.621176e-02 0.12934298
## 2899          Rbm8a     60365   45.697078   1.618874e-02 0.12012664
## 2900           Urm1     68205   20.267816   1.618384e-02 0.14424378
## 2901         Ndufa1     54405  118.001355   1.614915e-02 0.09197201
## 2902         Katna1     23924   30.083050   1.614651e-02 0.13218122
## 2903        Ccdc124    234388   63.104971   1.613254e-02 0.11733894
## 2904           Vav1     22324   64.826827   1.611512e-02 0.11734419
## 2905           Ulk1     22241   10.818324   1.611417e-02 0.16239860
## 2906           Gusb    110006   29.096316   1.610709e-02 0.13437730
## 2907          Rufy1    216724   19.605457   1.610261e-02 0.14602264
## 2908         Gtpbp1     14904   38.570239   1.606089e-02 0.12538931
## 2909        Pip4k2c    117150   19.948814   1.605850e-02 0.14587334
## 2910         Smurf2     66313   10.800821   1.604653e-02 0.16225898
## 2911           Ostc     66357   95.198675   1.604531e-02 0.09803200
## 2912         Ccdc84    382073   11.802528   1.603866e-02 0.15939652
## 2913  2700062C07Rik     68046   12.794263   1.601382e-02 0.15637537
## 2914           Twf2     23999   70.802858   1.600971e-02 0.10944152
## 2915         Ndufb5     66046   87.067491   1.600691e-02 0.10114030
## 2916           Ubl3     24109   35.227349   1.599941e-02 0.13045716
## 2917         Ptpmt1     66461   19.936451   1.598863e-02 0.14529266
## 2918         Rassf1     56289   21.275732   1.598486e-02 0.14268852
## 2919         Slc7a1     11987   17.629463   1.597707e-02 0.15042232
## 2920          Rbmx2    209003   11.124942   1.595295e-02 0.16131854
## 2921         Cyfip1     20430   17.937388   1.594318e-02 0.14975527
## 2922          Mmp11     17385   18.458118   1.593595e-02 0.15532640
## 2923        Fam212a      <NA>   62.638479   1.587805e-02 0.11234712
## 2924         Zfp426    235028   13.128583   1.586216e-02 0.15558713
## 2925          Sumf1     58911   12.799718   1.584726e-02 0.15646350
## 2926           Stx7     53331   21.610877   1.581519e-02 0.14242649
## 2927           Fcf1     73736   73.118091   1.579275e-02 0.10674201
## 2928         Tex264     21767   31.071184   1.578518e-02 0.13165147
## 2929         Clasp2     76499   20.594273   1.577063e-02 0.14460999
## 2930          Extl3     54616   13.129909   1.576591e-02 0.15591061
## 2931           Gmps    229363   22.601184   1.576255e-02 0.14046373
## 2932          Mycbp     56309   11.788791   1.576015e-02 0.15959276
## 2933           Ola1     67059   55.518040   1.574349e-02 0.11458473
## 2934          Ddx18     66942   29.434270   1.571543e-02 0.13443714
## 2935           Prr3     75210   11.483424   1.570128e-02 0.16108899
## 2936           Gfm1     28030   21.605232   1.569969e-02 0.14239432
## 2937       BC055324    381306   10.455655   1.567074e-02 0.16424264
## 2938           Nme7    171567   13.128946   1.566776e-02 0.15573122
## 2939         Scamp2     24044   48.679798   1.564413e-02 0.11866741
## 2940          Unc50     67387   22.601000   1.564114e-02 0.14101468
## 2941          Tanc1     66860   11.133635   1.558942e-02 0.16196177
## 2942         Ppp2ca     19052  189.861012   1.557278e-02 0.08431251
## 2943         Kdelc1      <NA>   13.460254   1.554708e-02 0.15497895
## 2944          Ap2m1     11773   40.871234   1.553646e-02 0.12347764
## 2945          Bud31    231889   73.435170   1.552120e-02 0.10859364
## 2946          Shfm1      <NA>  415.827111   1.550682e-02 0.07954246
## 2947         Dnajb6     23950   22.937523   1.548763e-02 0.14026061
## 2948         Fundc2     67391   21.924062   1.547034e-02 0.14266560
## 2949        Gpatch4     66614   35.269669   1.546431e-02 0.13249595
## 2950        Sh3glb2    227700   22.266414   1.546239e-02 0.14166100
## 2951         Pdcd10     56426   22.931224   1.544805e-02 0.14078225
## 2952           Dok2     13449   25.660680   1.542444e-02 0.16526542
## 2953          Tm2d3     68634   23.596894   1.540198e-02 0.13975976
## 2954          Ipo11     76582   20.932708   1.538644e-02 0.14456392
## 2955          Tma16     66282   13.466357   1.537940e-02 0.15525852
## 2956          Rasa2    114713   14.133666   1.536378e-02 0.15398265
## 2957           Alg5     66248   23.275233   1.534955e-02 0.14018656
## 2958       Slc25a45    107375   19.636746   1.534157e-02 0.14815180
## 2959         Commd9     76501   24.737704   1.533690e-02 0.14413268
## 2960         Zfp511     69752   15.126336   1.533607e-02 0.15116409
## 2961        Golph3l    229593   23.596852   1.531639e-02 0.13956577
## 2962           Ppig    228005   23.931082   1.531280e-02 0.13881054
## 2963         Eif2b1    209354   24.260865   1.526647e-02 0.13843254
## 2964      Mphosph10     67973   31.102448   1.526040e-02 0.13312995
## 2965          Gmppb    331026   13.792116   1.524722e-02 0.15493922
## 2966         Minos1      <NA>   41.202588   1.519904e-02 0.12384819
## 2967          Vps16     80743   24.601935   1.517891e-02 0.13802396
## 2968            Jup     16480    6.839359   1.516927e-02 0.18465511
## 2969         Tm9sf1     74140   32.074805   1.516468e-02 0.13268830
## 2970           Raly     19383  354.666323   1.516441e-02 0.07271108
## 2971         Tmem59     56374  103.854005   1.515645e-02 0.09604977
## 2972           Ttf2     74044   11.786969   1.515317e-02 0.16074928
## 2973          Mbnl3    171170   10.784793   1.514390e-02 0.16411099
## 2974         Vps13c    320528   14.794772   1.511904e-02 0.15270418
## 2975          Aagab     66939   24.255683   1.510131e-02 0.13903599
## 2976          Herc1    235439   19.957730   1.509823e-02 0.14853095
## 2977          Tsta3      <NA>   33.735727   1.509122e-02 0.12904213
## 2978          Rbm14     56275   34.061067   1.508901e-02 0.12881661
## 2979          Carkd      <NA>   25.261022   1.506068e-02 0.13713618
## 2980           Eci2     23986   37.866713   1.505834e-02 0.12990270
## 2981          Dctn2     69654   70.295166   1.503298e-02 0.10687496
## 2982           St13     70356  135.717558   1.503048e-02 0.09915611
## 2983           Ict1      <NA>   34.057074   1.502864e-02 0.12890174
## 2984         Smchd1     74355   42.873081   1.497454e-02 0.12360964
## 2985           Pygm     19309   11.671180   1.496771e-02 0.18228514
## 2986       Itgb1bp1     16413   16.121914   1.495530e-02 0.14948765
## 2987          Nat10     98956   20.961678   1.493298e-02 0.14580787
## 2988         Dnaja2     56445   71.318939   1.489958e-02 0.10539177
## 2989         Golt1b     66964   15.789208   1.489911e-02 0.15030679
## 2990          H3f3a     15078  300.956506   1.488333e-02 0.06760947
## 2991            Cbl     12402   24.595303   1.486323e-02 0.13946650
## 2992          Wdr76    241627   15.112974   1.482800e-02 0.15244749
## 2993          Itpr3     16440   39.872661   1.481512e-02 0.12837584
## 2994        Pglyrp2     57757   12.142916   1.480914e-02 0.16117099
## 2995           Calr     12317  496.927288   1.478771e-02 0.07109258
## 2996           Rcl1     59028   31.769823   1.476140e-02 0.13361259
## 2997         Tardbp    230908   53.365476   1.476082e-02 0.11543910
## 2998         Ppp1r7     66385   24.582668   1.475655e-02 0.13918171
## 2999         Fam49b      <NA>   63.815836   1.474719e-02 0.10996461
## 3000           Rae1     66679   53.050177   1.471215e-02 0.11666321
## 3001           Got2     14719   59.466359   1.469723e-02 0.11554551
## 3002           E2f7     52679    6.637475   1.469314e-02 0.17558077
## 3003  Gt(ROSA)26Sor     14910   13.482188   1.467776e-02 0.15716974
## 3004         Gtf3c5     70239   15.447128   1.463923e-02 0.15191559
## 3005            Shb    230126    5.972285   1.463427e-02 0.18067896
## 3006          Tmco1     68944   16.112394   1.463307e-02 0.15033943
## 3007  2410016O06Rik      <NA>   16.463074   1.462515e-02 0.14943126
## 3008           Ncf4     17972   64.244346   1.462115e-02 0.12510378
## 3009         Man2a1     17158   34.713163   1.457188e-02 0.12962774
## 3010         Cpped1    223978    7.977044   1.457047e-02 0.16834399
## 3011         Afg3l2     69597   25.939079   1.455339e-02 0.13740460
## 3012          Magt1     67075   26.917693   1.455190e-02 0.13554410
## 3013          Man1a     17155   29.383483   1.454931e-02 0.13869195
## 3014          Rusc1     72296    7.653901   1.452810e-02 0.17041041
## 3015          U2af2     22185  151.543805   1.448906e-02 0.08363154
## 3016        Ndufab1     70316   15.777352   1.447189e-02 0.15140179
## 3017         Zbtb22     81630   27.249073   1.443732e-02 0.13535803
## 3018         Ccdc47     67163   36.387442   1.443578e-02 0.12741846
## 3019          Riok3     66878   33.749206   1.439828e-02 0.13240054
## 3020         Sac3d1     66406   16.127115   1.439146e-02 0.15067879
## 3021        Fam133b     68152   27.588758   1.438605e-02 0.13449494
## 3022           Drg1     13494   73.259430   1.437831e-02 0.10611243
## 3023          Ywhab     54401  143.034376   1.436957e-02 0.08749090
## 3024         Ptges2     96979    9.304318   1.430321e-02 0.16337819
## 3025           Clp1     98985   25.935955   1.429403e-02 0.13872477
## 3026          Gins3     78833    8.968582   1.428817e-02 0.16487526
## 3027        Abhd17c     70178   17.454993   1.421044e-02 0.14791952
## 3028           Oaz2     18247   37.377248   1.419431e-02 0.12684469
## 3029          Arih1     23806   48.523079   1.416261e-02 0.11710563
## 3030          Ppwd1    238831   18.109120   1.415785e-02 0.14696922
## 3031          Skap2     54353   36.397609   1.414166e-02 0.12902221
## 3032           Dvl1     13542   16.799474   1.410532e-02 0.14995160
## 3033          Upf3b     68134   28.930149   1.409536e-02 0.13312426
## 3034  2610318N02Rik     70458   18.105462   1.408531e-02 0.14700324
## 3035           Emc6     66048   48.220093   1.408336e-02 0.11801686
## 3036         Txndc9     98258    9.975261   1.407690e-02 0.16146853
## 3037           Nkrf     77286    9.313253   1.405804e-02 0.16393195
## 3038         Abhd10    213012    9.972264   1.405230e-02 0.16142890
## 3039           Akt3     23797   22.260659   1.404831e-02 0.14578192
## 3040          Rbm28     68272   17.788378   1.403378e-02 0.14768434
## 3041           Ipo9    226432   26.575239   1.402625e-02 0.13771819
## 3042          Rgs12     71729    9.968663   1.402183e-02 0.16163011
## 3043           Ppie     56031   49.846345   1.401119e-02 0.11602162
## 3044          Tra2b     20462   87.733281   1.400406e-02 0.09894895
## 3045        B4galt5     56336    7.985555   1.398724e-02 0.16975935
## 3046         Rpusd4     71989   25.238217   1.398323e-02 0.14088078
## 3047        Apbb1ip     54519   47.227736   1.397243e-02 0.12086272
## 3048         Mrpl36     94066   57.016419   1.395846e-02 0.11413510
## 3049        Snrnp27     66618   46.518939   1.392842e-02 0.12136735
## 3050         Ppp4r1     70351   38.708897   1.391276e-02 0.12567528
## 3051         Ogfod2     66627    9.645203   1.386667e-02 0.16332881
## 3052          Taf5l    102162   30.259518   1.383917e-02 0.13172552
## 3053           Pan2    103135   18.778863   1.381707e-02 0.14595371
## 3054         Gimap4    107526  367.458754   1.381203e-02 0.09333703
## 3055          Kctd9    105440   10.635269   1.380143e-02 0.15984643
## 3056         Ddx26b      <NA>    9.649800   1.378337e-02 0.16346097
## 3057           Aida    108909   20.115238   1.371631e-02 0.14345353
## 3058          Wdr48     67561   29.897073   1.367676e-02 0.13307438
## 3059         Ndufs1    227197   49.174367   1.367387e-02 0.11841401
## 3060          Tprkb     69786   10.969423   1.366164e-02 0.15890087
## 3061         Trim37     68729   19.438870   1.365697e-02 0.14500911
## 3062          Rnpc3     67225   10.639111   1.364154e-02 0.16021130
## 3063         Zfp959    224893   10.973836   1.363311e-02 0.15911683
## 3064          Meaf6     70088   20.101030   1.363217e-02 0.14390127
## 3065         Abhd11     68758   17.802147   1.362670e-02 0.14890087
## 3066         Alkbh8     67667   20.106544   1.359320e-02 0.14396357
## 3067          Rnpep    215615   38.040006   1.358375e-02 0.12767470
## 3068       Rps19bp1     66538   31.254855   1.357703e-02 0.13079358
## 3069         Cfap45     71870   13.442569   1.357265e-02 0.15943623
## 3070           Nop2    110109   37.950977   1.355554e-02 0.13562954
## 3071          Psmc2     19181   71.106565   1.353735e-02 0.10638527
## 3072          Tnip2    231130    9.645825   1.352845e-02 0.16369434
## 3073         Gabbr1     54393    9.652227   1.351344e-02 0.16404404
## 3074          Kdm5d     20592    5.985951   1.347312e-02 0.27787937
## 3075         Calcrl     54598    7.649081   1.346267e-02 0.17280467
## 3076           Emc8     18117   10.298314   1.345567e-02 0.16158737
## 3077          Tada3    101206   11.304389   1.345543e-02 0.15843579
## 3078         Lrrc49    102747    6.632896   1.341288e-02 0.17892071
## 3079           Pim3    223775    9.653643   1.339933e-02 0.16437624
## 3080           Fpgs     14287   19.793302   1.339101e-02 0.14506042
## 3081          Mitd1     69028   19.794337   1.339077e-02 0.14564966
## 3082         Cab39l     69008   21.762700   1.337504e-02 0.14126663
## 3083         Mrpl34     94065   74.465415   1.336134e-02 0.10262925
## 3084         Cops7a     26894   28.590064   1.335799e-02 0.13587960
## 3085          Vti1a     53611   11.630771   1.333568e-02 0.15759876
## 3086            Gaa     14387    9.969780   1.333382e-02 0.16293454
## 3087         Zfp609    214812   10.634970   1.332911e-02 0.16060280
## 3088          Cep63     28135   19.763486   1.329846e-02 0.14547644
## 3089          Ddx27    228889   42.397655   1.328704e-02 0.12225586
## 3090  5031414D18Rik      <NA>    7.640958   1.327630e-02 0.17368015
## 3091         Rprd1b     70470   21.432344   1.325367e-02 0.14209649
## 3092          Ift27     67042   20.107894   1.323525e-02 0.14596726
## 3093        Rpl22l1     68028  324.315584   1.323072e-02 0.06956972
## 3094          Arih2     23807   22.764801   1.318246e-02 0.13964052
## 3095         Zfp760    240034   10.643690   1.317754e-02 0.16153371
## 3096          Slfn9    237886    8.966231   1.317182e-02 0.16780508
## 3097         Slc2a1     20525   11.311063   1.316651e-02 0.15924341
## 3098           Cul3     26554   70.759440   1.311672e-02 0.10994023
## 3099         Spryd3    223918   12.630927   1.309948e-02 0.15529461
## 3100        Tmem259    216157   50.564787   1.309622e-02 0.12095845
## 3101          Rad9a     19367   23.095505   1.307798e-02 0.13948938
## 3102          P4ha1     18451   12.629421   1.306370e-02 0.15543498
## 3103          Nedd8     18002  247.266380   1.306017e-02 0.08070749
## 3104          Skap1     78473   20.607159   1.303388e-02 0.15103510
## 3105         Pom121    107939   21.766573   1.299639e-02 0.14221248
## 3106          Abtb1     80283   31.591849   1.296215e-02 0.13380671
## 3107        Slc35a4     67843   34.231403   1.295158e-02 0.12795784
## 3108        Tubgcp2     74237   21.086499   1.294764e-02 0.14403586
## 3109         Nudcd1     67429   12.966078   1.292996e-02 0.15468505
## 3110          Tor1a     30931   23.771117   1.292360e-02 0.13886603
## 3111          Pcgf6     71041    9.982482   1.291902e-02 0.16383976
## 3112         Gtf3c2     71752   33.228476   1.291892e-02 0.13003243
## 3113       Itpripl1     73338   10.978796   1.283846e-02 0.16074653
## 3114            Ebp     13595   24.757175   1.281822e-02 0.13719138
## 3115           Qdpr    110391   36.226261   1.280758e-02 0.12568192
## 3116        Ccdc107    622404   35.576546   1.280125e-02 0.12650978
## 3117  2310033P09Rik     67862   24.439006   1.278351e-02 0.13768994
## 3118         Cactin     70312   33.905852   1.276296e-02 0.12967367
## 3119        Tmem63a    208795   19.769366   1.275833e-02 0.14678118
## 3120           Cnbp     12785  339.185205   1.273186e-02 0.07583092
## 3121         Spata5     57815   13.635364   1.272350e-02 0.15333505
## 3122         Parp12    243771    7.976804   1.272288e-02 0.17287847
## 3123         Babam1     68251   43.023809   1.272021e-02 0.12389131
## 3124          Armc8     74125   12.957988   1.271095e-02 0.15517940
## 3125           Cbx3     12417   37.356044   1.270823e-02 0.13266181
## 3126            Maz     17188  158.198967   1.270120e-02 0.08117301
## 3127          Acot9     56360   25.423781   1.268606e-02 0.13642485
## 3128           Sil1     81500   22.766763   1.268489e-02 0.14094950
## 3129        Gatad2a    234366   25.103351   1.267122e-02 0.13692427
## 3130        Tmem258     69038  199.807535   1.266960e-02 0.08907221
## 3131  4930427A07Rik      <NA>   28.563991   1.266937e-02 0.14084021
## 3132         Zc3h18     76014   35.900335   1.266863e-02 0.12659024
## 3133          Ap2s1    232910  140.991650   1.261651e-02 0.09510568
## 3134          Vprbp      <NA>   24.426654   1.261150e-02 0.13829685
## 3135          Eif4e     13684   36.551079   1.256811e-02 0.12594298
## 3136          Panx1     55991   47.351584   1.254426e-02 0.11927825
## 3137         Mir703    735265  119.843008   1.253317e-02 0.36937778
## 3138        Mettl14    210529   13.621926   1.252660e-02 0.15385866
## 3139          Nop16     28126   32.605213   1.252590e-02 0.13282768
## 3140          Gstcd     67553   13.287035   1.252204e-02 0.15477938
## 3141          Grwd1    101612   23.784770   1.251398e-02 0.13989713
## 3142            Uxt     22294   13.294898   1.251058e-02 0.15463359
## 3143            Fto     26383   24.085012   1.249396e-02 0.13930660
## 3144          Igsf9     93842    7.309611   1.248556e-02 0.17735635
## 3145          Rraga     68441   36.893337   1.248428e-02 0.12551505
## 3146           Noa1     56412   23.780839   1.246896e-02 0.14013076
## 3147          Sars2     71984   13.965181   1.245335e-02 0.15298276
## 3148         Coro1c     23790   26.758332   1.241628e-02 0.13495706
## 3149           Fasn     14104   25.308570   1.240874e-02 0.14563607
## 3150         Ormdl2     66844   14.955303   1.236002e-02 0.15090297
## 3151          Taco1     70207   14.961660   1.233301e-02 0.15084871
## 3152         Mapk11     19094   13.310672   1.231078e-02 0.15526821
## 3153         Sh3bp1     20401   18.128403   1.228180e-02 0.15259131
## 3154          Gkap1     56278   12.286803   1.227835e-02 0.15811187
## 3155          Peg13    353342   22.627693   1.226741e-02 0.15146001
## 3156          Sirt2     64383   27.423206   1.224389e-02 0.13417770
## 3157          Spg21     27965   34.212136   1.223051e-02 0.13126659
## 3158        Fam104a     28081   15.626818   1.223001e-02 0.14990060
## 3159          Dhx57    106794   15.617298   1.217498e-02 0.15010250
## 3160         Ccdc82     66396   15.280071   1.216411e-02 0.15094796
## 3161          Ninj1     18081   21.106220   1.216186e-02 0.14647906
## 3162           Ubr2    224826   27.759739   1.215284e-02 0.13437034
## 3163         Ubqln4     94232   25.102226   1.214743e-02 0.13851400
## 3164        Smarcb1     20587   81.406185   1.213531e-02 0.10339232
## 3165        Dnajc15     66148   35.255087   1.212352e-02 0.13189992
## 3166         Polr2b    231329   48.011850   1.212232e-02 0.11979408
## 3167          Apmap     71881   23.077413   1.211707e-02 0.14277888
## 3168           Ica1     15893    4.650177   1.210046e-02 0.20970821
## 3169         Ergic3     66366   75.266435   1.209468e-02 0.10279263
## 3170          Tmed2     56334   15.952221   1.208627e-02 0.14913111
## 3171           Xrn2     24128   72.959892   1.202764e-02 0.10495774
## 3172         Smim15     75616   69.601324   1.200716e-02 0.11099104
## 3173           Fcmr     69169    9.670405   1.200151e-02 0.18799882
## 3174         Zfp639     67778   16.621145   1.197872e-02 0.14815747
## 3175         Il10rb     16155   15.626443   1.197850e-02 0.15015684
## 3176         Polr2i     69920   26.074238   1.195685e-02 0.13760542
## 3177           Cd84     12523   14.307557   1.194884e-02 0.15399264
## 3178         Trim41    211007   15.962463   1.190100e-02 0.15011744
## 3179            Jun     16476   22.431148   1.186929e-02 0.14427829
## 3180          Pde12    211948   16.622712   1.186825e-02 0.14879944
## 3181           Smg9     71997   16.615830   1.185688e-02 0.14819879
## 3182          Lsm12    268490   28.431757   1.185127e-02 0.13356991
## 3183         Utp14a     72554   26.778508   1.183279e-02 0.13681628
## 3184           Ubl5     66177   71.251271   1.180867e-02 0.11110066
## 3185          Rbbp8    225182   14.607711   1.180796e-02 0.15360928
## 3186         Ube2l3     22195   49.327543   1.179244e-02 0.11984371
## 3187          Milr1    380732   30.235976   1.177199e-02 0.13939063
## 3188           Pef1     67898   29.409510   1.176563e-02 0.13259739
## 3189           Cul2     71745   16.612908   1.175985e-02 0.14852412
## 3190          Pcgf5     76073   15.952659   1.175399e-02 0.14996857
## 3191         Mrpl49     18120   36.539857   1.173664e-02 0.12976530
## 3192          Mtch2     56428   41.863072   1.173656e-02 0.12179773
## 3193           Cdk8    264064   16.287462   1.171800e-02 0.14932375
## 3194           Ucp2     22228 1762.258739   1.171456e-02 0.09613190
## 3195           Coq7     12850   30.205450   1.170820e-02 0.14025910
## 3196  2310022A10Rik     66367   16.942782   1.170801e-02 0.14801173
## 3197          Pdcd6     18570   43.550803   1.167889e-02 0.11931873
## 3198          Ddx3y     26900   13.300127   1.166711e-02 0.41677340
## 3199           Tnk2     51789   43.204670   1.162501e-02 0.12123177
## 3200         Chaf1b    110749   37.853389   1.161292e-02 0.12926447
## 3201           Dpcd    226162   17.611978   1.158724e-02 0.14691248
## 3202         Klhdc4    234825   29.738258   1.158542e-02 0.13235515
## 3203          Ubac2     68889   43.873873   1.157022e-02 0.13770138
## 3204          Kif1c     16562   12.950080   1.156355e-02 0.15822280
## 3205           Usf2     22282   30.417603   1.154946e-02 0.13194867
## 3206          Naa40     70999   30.738141   1.154672e-02 0.13121218
## 3207          Cstf2    108062   39.858495   1.151224e-02 0.12640907
## 3208          Rmdn3     67809   17.630160   1.151150e-02 0.14742274
## 3209           Snrk     20623   16.271673   1.138068e-02 0.15060361
## 3210           Yars    107271   29.751952   1.136248e-02 0.13344398
## 3211        U2af1l4    233073   32.730530   1.135842e-02 0.12866334
## 3212        Nkiras2     71966   19.608285   1.135553e-02 0.14343464
## 3213       B3galnt2     97884   18.291375   1.134843e-02 0.14604792
## 3214       Hsd17b10     15108   71.464995   1.130244e-02 0.10316583
## 3215          Hmgcr     15357   27.773390   1.128166e-02 0.13776227
## 3216          Ireb2     64602   32.732733   1.125856e-02 0.12870110
## 3217         Mrpl51     66493   20.271048   1.125047e-02 0.14247006
## 3218         Cyb5r1     72017   16.306034   1.124781e-02 0.15154006
## 3219          Gria2     14800   19.281257   1.124303e-02 0.14440172
## 3220         Nfkbib     18036   19.620066   1.118056e-02 0.14401245
## 3221         Mrps12     24030   32.734067   1.117551e-02 0.13055606
## 3222          Chmp6    208092   30.068329   1.116162e-02 0.13360106
## 3223        Fam129a      <NA>   16.300161   1.114926e-02 0.15117490
## 3224           Ccny     67974   33.398177   1.113886e-02 0.12814147
## 3225          Smyd5    232187   17.955341   1.109742e-02 0.14738280
## 3226         Nup153    218210   34.742717   1.105501e-02 0.12679253
## 3227          Ppm1a     19042   34.067191   1.103872e-02 0.12779399
## 3228          G6pc3     68401   19.625596   1.103545e-02 0.14432811
## 3229         Acad11    102632    8.138716   1.100878e-02 0.16655493
## 3230          Wdr36    225348   35.072624   1.099438e-02 0.12611914
## 3231          Klhl2     77113    7.808767   1.098306e-02 0.16790475
## 3232            Uty     22290    4.489460   1.096960e-02 0.27853616
## 3233          Wdr26    226757   45.896492   1.096135e-02 0.12152981
## 3234           Tbce     70430   20.286010   1.095156e-02 0.14344545
## 3235          Reep3     28193   17.277601   1.094517e-02 0.14981191
## 3236          Ptpra     19262   29.062145   1.091809e-02 0.13668837
## 3237          Ppcdc     66812    8.153811   1.086194e-02 0.16727767
## 3238          Grhpr     76238    8.476713   1.084026e-02 0.16538302
## 3239           Klf6     23849   13.974835   1.078951e-02 0.15846218
## 3240          Pdcd7     50996   21.924977   1.076308e-02 0.14083974
## 3241          Ppm1f     68606   14.633550   1.073902e-02 0.15656009
## 3242          Mcur1     76137    8.810339   1.072814e-02 0.16457212
## 3243         B4gat1    108902    8.471530   1.070537e-02 0.16591695
## 3244           Lrba     80877    8.471530   1.070537e-02 0.16591695
## 3245         Gtpbp4     69237   48.883789   1.069571e-02 0.11744144
## 3246          Ttll4     67534    9.147732   1.069180e-02 0.16341742
## 3247         Alg10b    380959   20.279543   1.068500e-02 0.14515982
## 3248          Pidd1     57913    8.809768   1.066355e-02 0.16455019
## 3249          Mfsd5    106073   21.621463   1.066219e-02 0.14224282
## 3250           Sdf2     20316   37.405775   1.063745e-02 0.12549985
## 3251           Ufc1     66155   61.957537   1.058383e-02 0.11116439
## 3252          Stk11     20869   64.348782   1.056444e-02 0.10942989
## 3253            Dr1     13486   39.058230   1.055852e-02 0.12235273
## 3254        Ppp2r3c     59032   10.475006   1.055560e-02 0.15933587
## 3255         Glcci1    170772    7.956120   1.054096e-02 0.18006662
## 3256        S100a13     20196   34.380617   1.054078e-02 0.13030919
## 3257          Becn1     56208   79.118537   1.053883e-02 0.10101246
## 3258           Etfb    110826  114.906498   1.052892e-02 0.11531635
## 3259           Rer1     67830   52.830207   1.052196e-02 0.11349886
## 3260        Ankrd32      <NA>   10.133200   1.051307e-02 0.16038055
## 3261          Luzp1    269593    8.936461   1.050800e-02 0.19689162
## 3262           Fut8     53618   36.252698   1.050489e-02 0.13812510
## 3263         Mrps21     66292  138.737419   1.048007e-02 0.08891436
## 3264       Trp53i13    216964   37.043953   1.047844e-02 0.12641911
## 3265        Heatr5b    320473   10.801222   1.046678e-02 0.15841447
## 3266         Zfp672    319475    9.481085   1.045214e-02 0.16345972
## 3267          Dhodh     56749    9.477790   1.045091e-02 0.16278823
## 3268         Ddx19a     13680   24.258541   1.042455e-02 0.13747718
## 3269       Hist1h1c      <NA>    9.806546   1.041580e-02 0.16229622
## 3270        Laptm4a     17775   65.005174   1.040773e-02 0.10906632
## 3271           Edf1     59022  156.874984   1.040661e-02 0.07884165
## 3272         Ccdc61    232933    9.463673   1.039575e-02 0.16308970
## 3273           Wars     22375   37.725821   1.038720e-02 0.12482855
## 3274        Dnajc17     69408   10.472612   1.038342e-02 0.15948987
## 3275            Fus    233908  303.864482   1.037737e-02 0.09445624
## 3276        Slc16a1     20501   75.292268   1.032674e-02 0.12124672
## 3277      Hmga2-ps1     15365    7.494616   1.032100e-02 0.17267052
## 3278        Bloc1s5     17828   11.131096   1.030442e-02 0.15801850
## 3279          Nutf2     68051    9.804425   1.028203e-02 0.16200044
## 3280         Ccdc58    381045   24.928838   1.027087e-02 0.13668946
## 3281           Nae1    234664   26.252421   1.025651e-02 0.13471083
## 3282          Spns1     73658   10.801056   1.024957e-02 0.15914491
## 3283          Magi3     99470    5.801011   1.024767e-02 0.18311233
## 3284          Herc6     67138   10.473756   1.023967e-02 0.16034658
## 3285         Chchd4     72170   22.618597   1.022909e-02 0.14126493
## 3286         Nif3l1     65102   11.464830   1.020991e-02 0.15711049
## 3287          Card6    239319    9.482094   1.020722e-02 0.16420847
## 3288         Filip1     70598    7.468377   1.019072e-02 0.17205126
## 3289         Mrpl38     60441   26.264957   1.018994e-02 0.13488143
## 3290           Med9    192191   10.130037   1.018194e-02 0.16135233
## 3291          Ckap5     75786   39.166133   1.017462e-02 0.13440134
## 3292           Fnta     14272   35.372402   1.015893e-02 0.13017648
## 3293        Rad54l2     81000   11.128778   1.015163e-02 0.15824550
## 3294        Slc39a6    106957   20.303321   1.014122e-02 0.14642247
## 3295          Mrpl1     94061   11.802884   1.013073e-02 0.15653052
## 3296          Pdia6     71853  188.566698   1.012916e-02 0.09147093
## 3297          Spast     50850   26.914448   1.008722e-02 0.13418813
## 3298            Atr    245000   11.800400   1.005530e-02 0.15648782
## 3299         Atp2a2     11938   80.119087   1.005033e-02 0.10322545
## 3300           Lsg1    224092   27.266453   1.003805e-02 0.13387201
## 3301          Mfsd1     66868   39.362587   1.003665e-02 0.12516971
## 3302       Tbc1d10b     68449   27.920765   1.003423e-02 0.13302459
## 3303        Cyp20a1     77951   11.808142   1.002258e-02 0.15694329
## 3304           Pmm2     54128   26.929633   1.001438e-02 0.13476348
## 3305         Ndufs6    407785  145.675204   9.994787e-03 0.08827628
## 3306         Zbtb14     22666   12.125258   9.958324e-03 0.15607822
## 3307            Aqr     11834   26.589350   9.939170e-03 0.13526661
## 3308           Gpd2     14571    9.466537   9.938697e-03 0.16422604
## 3309         Timm44     21856   44.373238   9.931181e-03 0.11807929
## 3310          Zmat2     66492   69.610468   9.928070e-03 0.10628644
## 3311          Nprl2     56032   12.461748   9.915040e-03 0.15507171
## 3312         Pdlim5     56376   13.132933   9.910815e-03 0.15346880
## 3313          Slmap     83997   24.581066   9.872274e-03 0.13978451
## 3314           Tab2     68652   55.831088   9.870551e-03 0.11408956
## 3315           Coq6    217707   13.126093   9.867190e-03 0.15353605
## 3316          Hadha     97212   58.136281   9.858926e-03 0.11165646
## 3317          Ptrh2    217057   12.460332   9.856115e-03 0.15522684
## 3318         Zfp180    210135   13.461225   9.850782e-03 0.15283673
## 3319           Cln5    211286   13.129166   9.839388e-03 0.15390238
## 3320        Wbscr16      <NA>   12.797559   9.838560e-03 0.15438534
## 3321         Nup188    227699   26.918563   9.838040e-03 0.13521178
## 3322          Mrps5     77721   27.912377   9.831592e-03 0.13342508
## 3323         Dhrs7b    216820   13.132767   9.828728e-03 0.15377294
## 3324           Selk      <NA>   59.834229   9.820108e-03 0.11057912
## 3325         Srsf10     14105   57.523976   9.801867e-03 0.11257278
## 3326        Tmem101     76547   13.460489   9.797091e-03 0.15280247
## 3327          Spcs3     76687   73.918535   9.792337e-03 0.10363698
## 3328         Rpp25l     69961   26.591015   9.778301e-03 0.13762606
## 3329          Yif1b     77254   28.909174   9.772040e-03 0.13240272
## 3330          Cops3     26572   57.809468   9.746465e-03 0.11206448
## 3331          Pomt1     99011   11.802313   9.733572e-03 0.15773346
## 3332         Gnpda1     26384   13.456646   9.701762e-03 0.15320732
## 3333          Gstz1     14874   13.125357   9.694164e-03 0.15395515
## 3334           Tfpt     69714   14.123252   9.668084e-03 0.15162260
## 3335        Prpf40a     56194   61.152862   9.666246e-03 0.10778898
## 3336          Ap1g2     11766   25.280674   9.643609e-03 0.14075187
## 3337         Otud6b     72201   14.125513   9.635923e-03 0.15164295
## 3338         Gemin4    276919   12.134301   9.625314e-03 0.15687820
## 3339       Dync1li1    235661   30.239566   9.604734e-03 0.13076954
## 3340  0610009B22Rik     66050   13.458152   9.597233e-03 0.15355795
## 3341            Asl    109900   14.794196   9.589578e-03 0.15034800
## 3342        Hsd11b1     15483    9.482833   9.585484e-03 0.16659077
## 3343            Auh     11992   12.792270   9.569905e-03 0.15582912
## 3344           Nktr     18087   28.606505   9.562012e-03 0.13442315
## 3345          Anxa4     11746   11.133903   9.559698e-03 0.15983342
## 3346          Fkbp8     14232  119.973896   9.546116e-03 0.08705031
## 3347            Ecd     70601   29.916847   9.540973e-03 0.13217546
## 3348           Sra1     24068   30.579658   9.534776e-03 0.13016973
## 3349           Irf9     16391   34.779577   9.533547e-03 0.13656509
## 3350          Nupl1     71844   31.574345   9.533122e-03 0.12930724
## 3351           Atf7    223922   11.481670   9.511229e-03 0.16004123
## 3352        Sertad3    170742   12.800945   9.486843e-03 0.15628918
## 3353       Secisbp2     75420   11.815329   9.455171e-03 0.15892649
## 3354         Chmp4b     75608   93.084125   9.440628e-03 0.09618169
## 3355          Klhl5     71778   14.459667   9.434083e-03 0.15136857
## 3356        Lrrfip1     16978   51.852328   9.418797e-03 0.12177526
## 3357          Mapk9     26420   13.782183   9.410580e-03 0.15352326
## 3358        B4galt7    218271   13.139739   9.405364e-03 0.15605677
## 3359          Cept1     99712   15.462458   9.381532e-03 0.14982385
## 3360        Htatsf1     72459   30.905708   9.375287e-03 0.13046090
## 3361         Gemin2     66603   16.120568   9.362988e-03 0.14802207
## 3362           Zfp1     22640   11.134232   9.360174e-03 0.16066339
## 3363          Pfdn4    109054   30.896456   9.334559e-03 0.13196770
## 3364        Fam118b    109229   14.781603   9.333896e-03 0.15116965
## 3365          Elof1     66126   69.568338   9.316105e-03 0.11433350
## 3366          Sap25    751865    8.830946   9.313459e-03 0.16984145
## 3367            Hgs     15239   16.127166   9.308902e-03 0.14822567
## 3368          Rnf41     67588   14.802285   9.290018e-03 0.15175767
## 3369          Rbm17     76938   79.236179   9.271860e-03 0.10206694
## 3370          Ring1     19763   16.453547   9.261646e-03 0.14751229
## 3371          Rab6a     19346   32.576701   9.254549e-03 0.12902922
## 3372          Vamp2     22318   16.122919   9.190432e-03 0.14854986
## 3373          Qsox1    104009   16.450384   9.182370e-03 0.14771738
## 3374          Sfxn1     14057   60.505573   9.172407e-03 0.11365025
## 3375       Aasdhppt     67618   16.123839   9.114491e-03 0.14884356
## 3376           Wdr8      <NA>   16.780258   9.112905e-03 0.14738489
## 3377        Pacsin2     23970   32.925105   9.072633e-03 0.13000918
## 3378           Pnkp     59047   17.125227   9.061442e-03 0.14727684
## 3379           Aco2     11429  101.032218   9.059122e-03 0.09231345
## 3380           Eaf1     74427   31.578369   9.035784e-03 0.13240870
## 3381           Imp4     27993   33.580749   9.026279e-03 0.12811369
## 3382        Eif2s3y     26908   23.607255   9.025746e-03 0.43187982
## 3383          Acin1     56215  120.091001   9.021880e-03 0.10293565
## 3384         Cnot11     52846   16.450143   9.012827e-03 0.14834267
## 3385           Rbfa     68731   31.583413   9.011081e-03 0.13196126
## 3386         Galnt2    108148   14.449906   8.971263e-03 0.15317491
## 3387          Exoc4     20336   37.512649   8.965174e-03 0.14170525
## 3388          Dcakd     68087   15.784533   8.948622e-03 0.15022950
## 3389          Rad50     19360   18.448545   8.884453e-03 0.14451138
## 3390           Odf2     18286   36.218844   8.859947e-03 0.12557312
## 3391        Tmem39b    230770   15.458285   8.850671e-03 0.15215360
## 3392          Zfp53     24132   12.803764   8.850299e-03 0.15909889
## 3393          Pacs2    217893   18.443287   8.845094e-03 0.14467614
## 3394           Tbcc     72726   19.115812   8.829685e-03 0.14351322
## 3395        Tmem115     56395   18.775663   8.813969e-03 0.14427208
## 3396          Dhx30     72831   37.883274   8.801033e-03 0.12336234
## 3397          Ttc32     75516   16.442974   8.756957e-03 0.14929820
## 3398          Celf1     13046   38.229616   8.746126e-03 0.12297471
## 3399         Mrps27    218506   20.104791   8.682557e-03 0.14208966
## 3400         Cpsf3l      <NA>   39.884927   8.667891e-03 0.12141139
## 3401          Pcmt1     18537   39.223548   8.660537e-03 0.12323916
## 3402           Pdk1    228026   16.787974   8.645234e-03 0.14898493
## 3403          Pelp1     75273   20.778070   8.625720e-03 0.14117004
## 3404         Dnajc2     22791   73.800415   8.614527e-03 0.10229962
## 3405          Myadm     50918   22.823362   8.579693e-03 0.15677917
## 3406          Nipa2     93790   21.436478   8.572402e-03 0.14046038
## 3407        Smpdl3a     57319   14.970165   8.556862e-03 0.16525633
## 3408          Cdc16     69957   35.876484   8.512641e-03 0.12800598
## 3409        Tmem30a     69981   50.982064   8.501188e-03 0.12092395
## 3410          Grsf1    231413   39.208517   8.498613e-03 0.12291057
## 3411         Mrpl50     28028   21.441603   8.495166e-03 0.14027294
## 3412          Med22     20933   20.785239   8.483634e-03 0.14221434
## 3413          Eif2d     16865   22.101427   8.469106e-03 0.13951985
## 3414            Fyn     14360   87.212882   8.449530e-03 0.10377068
## 3415          Dmap1     66233   19.762140   8.435413e-03 0.14404360
## 3416         Sephs2     20768   39.231417   8.419168e-03 0.12310289
## 3417        Dnttip2     99480   41.213592   8.417253e-03 0.12061245
## 3418          Tial1     21843   21.451275   8.405808e-03 0.14107704
## 3419         Eif4e2     26987   41.545214   8.394131e-03 0.12058315
## 3420       D2Wsu81e      <NA>   20.774171   8.374792e-03 0.14212079
## 3421         Arpc1b     11867  250.153403   8.370585e-03 0.06697383
## 3422       Aurkaip1     66077   57.318986   8.370355e-03 0.11252713
## 3423           Pnkd     56695   22.424117   8.368685e-03 0.13966550
## 3424         Tomm22    223696  111.684886   8.361573e-03 0.08851149
## 3425          Cwc27     67285   19.771513   8.342029e-03 0.14416334
## 3426           Gnb2     14693  241.586163   8.341073e-03 0.06973464
## 3427          Surf2     20931   21.451803   8.315684e-03 0.14107017
## 3428         B3gat3     72727   21.117597   8.308870e-03 0.14306632
## 3429           Bdh1     71911   22.109320   8.263210e-03 0.14151003
## 3430          Ifi47     15953   49.677381   8.249160e-03 0.12534202
## 3431           Tle3     21887   55.344491   8.234610e-03 0.12174768
## 3432           Dis3     72662   22.108195   8.195883e-03 0.14107139
## 3433         Akt1s1     67605   20.464073   8.194512e-03 0.14388867
## 3434           Ptma     19231  899.850365   8.177584e-03 0.05838446
## 3435           Brap     72399   25.430811   8.095414e-03 0.13514548
## 3436         Dcaf11     28199   43.544456   8.054750e-03 0.12091077
## 3437           Sdha     66945  112.928489   8.044830e-03 0.09577428
## 3438  2310011J03Rik     66374   26.088723   8.039306e-03 0.13454098
## 3439        Dnajb12     56709   24.428426   7.997675e-03 0.13697452
## 3440      Mapk1ip1l    218975   24.425623   7.987141e-03 0.13808365
## 3441          Stk25     59041   25.094942   7.981137e-03 0.13604397
## 3442          Scrib    105782   24.764114   7.978033e-03 0.13731451
## 3443           Usp7    252870   87.102850   7.953868e-03 0.09762316
## 3444         Hnrnpu     51810  369.833427   7.941243e-03 0.06554228
## 3445           Nfx1     74164   25.771639   7.913705e-03 0.13561342
## 3446          Ywhaq     22630   46.517330   7.911709e-03 0.11724191
## 3447          Cep55     74107   22.887551   7.882703e-03 0.15149255
## 3448        Mid1ip1     68041   32.258408   7.876250e-03 0.13919883
## 3449        Pdcd6ip     18571   47.509548   7.846245e-03 0.11679299
## 3450       Mapkapk2     17164   86.054288   7.838730e-03 0.10070955
## 3451          Rab18     19330   27.425219   7.830071e-03 0.13312770
## 3452           Swi5     72931  175.271946   7.817164e-03 0.07827028
## 3453          Pcbp1     23983  284.583394   7.806426e-03 0.06902165
## 3454          Mrps9     69527   44.842883   7.804684e-03 0.12080850
## 3455           Gle1     74412   25.084260   7.776004e-03 0.13736093
## 3456          Ints9    210925   26.410161   7.760168e-03 0.13620290
## 3457        Plekhf2     71801   39.230372   7.752303e-03 0.12996659
## 3458         Actr1b    226977   28.087651   7.751163e-03 0.13261106
## 3459           Arl3     56350   24.083774   7.743253e-03 0.13911750
## 3460         Map2k5     23938   27.409780   7.739070e-03 0.13364647
## 3461           Mdh1     17449  114.250158   7.730040e-03 0.09957685
## 3462       AI506816    433855   20.801499   7.704652e-03 0.14540058
## 3463          Prdx4     53381   91.788247   7.682474e-03 0.11151840
## 3464         Golga7     57437   51.201117   7.652456e-03 0.11341749
## 3465         Triap1     69076   29.082310   7.603326e-03 0.13181177
## 3466            Ide     15925   37.536986   7.567565e-03 0.13151301
## 3467         Ndufs5    595136   33.573868   7.547033e-03 0.13908528
## 3468        Apobec3     80287   27.443957   7.538869e-03 0.13640022
## 3469        Slc29a3     71279    6.990286   7.538568e-03 0.17161801
## 3470         Ptpn11     19247   29.736067   7.532621e-03 0.13109384
## 3471         Pcp4l1     66425   34.467379   7.526938e-03 0.17069367
## 3472          Apex2     77622    8.976831   7.499084e-03 0.16310691
## 3473         Cnppd1     69171   30.097966   7.491355e-03 0.13191262
## 3474           Ipo4     75751   21.130532   7.489943e-03 0.14630330
## 3475           Ttc1     66827   31.733606   7.471744e-03 0.12895796
## 3476          Rnf11     29864   21.450942   7.464835e-03 0.14647745
## 3477         Isoc2a    664994   31.410919   7.445127e-03 0.12944787
## 3478         Tspan5     56224    8.979587   7.416079e-03 0.16350591
## 3479           Erc1    111173   10.137630   7.413507e-03 0.17278430
## 3480         Dtnbp1     94245   27.073816   7.399161e-03 0.13657471
## 3481          Ddx23     74351   55.177222   7.398103e-03 0.11093430
## 3482         Erich1    234086    9.303817   7.340924e-03 0.16205724
## 3483          Med10     28077  132.003144   7.335863e-03 0.10366662
## 3484          Arl10     56795    5.664650   7.329449e-03 0.18220843
## 3485           Msh3     17686    9.973749   7.327974e-03 0.16020399
## 3486          Pcgf3     69587    9.639387   7.321698e-03 0.16075430
## 3487           Mzt1     76789   34.390268   7.259420e-03 0.12654083
## 3488            Tsn     22099   56.483389   7.259017e-03 0.11098341
## 3489          Prkci     18759    9.301994   7.257349e-03 0.16217624
## 3490           Selo      <NA>   10.636679   7.255417e-03 0.15853185
## 3491        Tmem128     66309   31.386509   7.255195e-03 0.13184366
## 3492        Ccdc28a    215814    9.648137   7.250525e-03 0.16147159
## 3493         Zfp944    319615   10.640279   7.244791e-03 0.15835215
## 3494           Sos2     20663   10.638698   7.229089e-03 0.15833288
## 3495           Hus1     15574    9.632788   7.218091e-03 0.16130706
## 3496          Mon1a     72825   10.969734   7.185532e-03 0.15781479
## 3497  0610010K14Rik    104457   62.271690   7.176888e-03 0.11922627
## 3498           Skp2     27401   10.633020   7.159981e-03 0.15866955
## 3499          Mier2     70427    9.977426   7.151054e-03 0.16102164
## 3500          Rbm43     71684   35.737458   7.145717e-03 0.12474515
## 3501         Smndc1     76479   35.401665   7.145717e-03 0.12485377
## 3502        Fastkd2     75619   10.970096   7.143153e-03 0.15742528
## 3503         Lrrc8b    433926    7.634462   7.118695e-03 0.16979807
## 3504         Dolpp1     57170   11.633101   7.115824e-03 0.15588814
## 3505         Sema4d     20354   27.766908   7.115153e-03 0.13723308
## 3506       Tmem176b     65963  109.122239   7.097070e-03 0.10163197
## 3507        Tbl1xr1     81004   10.299153   7.095675e-03 0.15958007
## 3508          Cherp     27967   35.728451   7.088858e-03 0.12506248
## 3509          Pde7a     18583   10.305718   7.087444e-03 0.16032051
## 3510            Vcp    269523   81.918086   7.071818e-03 0.09775855
## 3511            Mvk     17855   10.302977   7.037914e-03 0.16022840
## 3512          Rad17     19356   11.967992   7.023159e-03 0.15544265
## 3513         Trmt11     73681    9.302673   7.006280e-03 0.16316415
## 3514        Tsc22d1     21807   42.633014   7.005368e-03 0.16681852
## 3515          Umad1 100036521   11.292032   6.998801e-03 0.15747215
## 3516           Pms2     18861   11.967255   6.995875e-03 0.15525144
## 3517           Alg9    102580   11.960898   6.986273e-03 0.15553836
## 3518         Mrps17     66258   36.056943   6.972464e-03 0.12491081
## 3519          Siah2     20439   10.301489   6.967143e-03 0.16025814
## 3520       Nfatc2ip     18020   11.297728   6.965966e-03 0.15724853
## 3521          Acox1     11430   10.629782   6.964668e-03 0.15928906
## 3522          Tcea1     21399   36.733310   6.964330e-03 0.12418853
## 3523           Chp1     56398   38.065161   6.954806e-03 0.12306354
## 3524         Mrpl41    107733   11.630028   6.951918e-03 0.15638351
## 3525          Zmiz2     52915   36.082609   6.914949e-03 0.12692337
## 3526          Aaed1      <NA>   10.304677   6.904137e-03 0.16214381
## 3527          Tstd3     77032   11.957958   6.889871e-03 0.15645346
## 3528           Chka     12660   12.297809   6.888574e-03 0.15481887
## 3529           Poli     26447   12.635201   6.874738e-03 0.15404910
## 3530        Prkrip1     66801   13.293189   6.861452e-03 0.15282017
## 3531          Tnip1     57783   12.966567   6.849606e-03 0.15374059
## 3532         Pik3r2     18709   12.296393   6.842765e-03 0.15497786
## 3533  5031439G07Rik    223739   37.729754   6.840346e-03 0.12530988
## 3534          Kat2a     14534   33.098716   6.840012e-03 0.13051931
## 3535          Nedd1     17997   12.291210   6.822290e-03 0.15522704
## 3536         Cd3eap     70333   10.320605   6.807998e-03 0.16117982
## 3537        Ccdc132      <NA>   13.625838   6.807194e-03 0.15202617
## 3538           Cltc     67300  110.695630   6.806321e-03 0.08799077
## 3539         Zfand5     22682   12.638364   6.787503e-03 0.15473323
## 3540          Bcl7c     12055   36.046592   6.781922e-03 0.12680510
## 3541        Tmem201    230917   12.629358   6.765156e-03 0.15463012
## 3542        Bcl2l11     12125   11.639566   6.753816e-03 0.15698915
## 3543          Tmco4     77056   13.620580   6.730744e-03 0.15242450
## 3544          Rngtt     24018   13.623006   6.726105e-03 0.15231014
## 3545          Ubxn8    108159   12.953974   6.704569e-03 0.15421754
## 3546           Bmyc    107771   13.305484   6.704344e-03 0.15326042
## 3547        Ldlrad3    241576   11.302820   6.695605e-03 0.15870719
## 3548        B4galt3     57370   12.971858   6.681048e-03 0.15396197
## 3549         Lsm14a     67070   92.215676   6.675606e-03 0.09391207
## 3550         Vps37b    330192   12.958462   6.673450e-03 0.15486089
## 3551           Dph1    116905   12.634299   6.668588e-03 0.15483572
## 3552          Btaf1    107182   13.966997   6.663910e-03 0.15185119
## 3553        Slc35a1     24060   11.952477   6.661737e-03 0.15704893
## 3554           Ext1     14042   12.295458   6.658817e-03 0.15639704
## 3555         Nup155    170762   13.960067   6.652789e-03 0.15194215
## 3556          Thoc3     73666   36.372476   6.647708e-03 0.12743334
## 3557           Tab1     66513   15.288682   6.641636e-03 0.14905734
## 3558           Elp2     58523   40.064713   6.633466e-03 0.12192793
## 3559         Ppp6r2     71474   14.626489   6.622799e-03 0.15098240
## 3560          Pex16     18633   13.621259   6.614666e-03 0.15284109
## 3561         Mad2l2     71890   14.619155   6.610688e-03 0.15074910
## 3562            Lbr     98386  165.487892   6.586419e-03 0.08170552
## 3563        Polr3gl     69870   14.959303   6.565304e-03 0.15029871
## 3564         Ctdspl     69274   14.109939   6.564270e-03 0.16489907
## 3565  1810037I17Rik     67704   39.385631   6.547875e-03 0.12476639
## 3566  Synj2bp-cox16      <NA>   13.282933   6.525571e-03 0.15443332
## 3567          Akip1     57373   15.956190   6.522078e-03 0.14872603
## 3568         Tm7sf3     67623   15.281347   6.519491e-03 0.14951063
## 3569        Ppp1r37    232947   15.298957   6.518100e-03 0.14971937
## 3570           Tob1     22057    8.644382   6.515887e-03 0.16896729
## 3571          Hdac6     15185   14.618418   6.515437e-03 0.15097236
## 3572          Dock1    330662    6.301359   6.514124e-03 0.18009013
## 3573          Ampd3     11717   10.648866   6.507322e-03 0.16247742
## 3574           Rrp8    101867   15.630596   6.506956e-03 0.14887980
## 3575         Mrpl57     67840   15.960787   6.494375e-03 0.14877754
## 3576           Opa3    403187   16.286248   6.492623e-03 0.14791523
## 3577      D8Ertd82e      <NA>    7.655748   6.489231e-03 0.17348647
## 3578          Mmgt1    236792   14.947872   6.466247e-03 0.15069490
## 3579          Utp20     70683   12.970186   6.461935e-03 0.15527561
## 3580          Lztr1     66863   17.281660   6.461439e-03 0.14577218
## 3581         Gimap8    243374   18.799929   6.453332e-03 0.15740330
## 3582           Coq5     52064   16.950790   6.437067e-03 0.14635184
## 3583           Ctc1     68964   13.282450   6.435454e-03 0.15456517
## 3584           Pstk    214580   10.288142   6.410646e-03 0.16293745
## 3585          Eif1a     13664   35.441770   6.384726e-03 0.13170753
## 3586         Rnasel     24014   15.631423   6.383383e-03 0.14985373
## 3587         Tmem33     67878   17.953448   6.373666e-03 0.14487289
## 3588         Inpp5b     16330   17.945193   6.351460e-03 0.14476494
## 3589  3300005D01Rik     78512    6.340903   6.346636e-03 0.18235343
## 3590          Mmgt2    216829   18.611029   6.340060e-03 0.14399731
## 3591          Rpp14     67053   17.955468   6.317122e-03 0.14489189
## 3592          Dusp7    235584   48.694893   6.306248e-03 0.11597402
## 3593           Ogfr     72075   48.024508   6.304258e-03 0.11486663
## 3594        Cwf19l2    244672   17.942196   6.272567e-03 0.14511026
## 3595        Ciapin1    109006   19.608113   6.262115e-03 0.14229746
## 3596          Fars2     69955   18.605201   6.258296e-03 0.14416981
## 3597          Puf60     67959  104.531664   6.236404e-03 0.08953216
## 3598           Nip7     66164   17.959310   6.231171e-03 0.14545154
## 3599          Cdc23     52563   19.608958   6.225694e-03 0.14229614
## 3600            Mff     75734   47.683149   6.223631e-03 0.11783445
## 3601          Rbm25     67039   73.490012   6.220459e-03 0.10355450
## 3602          Papd4      <NA>   18.950861   6.199756e-03 0.14399658
## 3603          Spcs1     69019   76.105137   6.196491e-03 0.11081956
## 3604        Msantd4     78100   18.938015   6.191409e-03 0.14371300
## 3605            Kin     16588   19.615315   6.178345e-03 0.14238307
## 3606         Commd5     66398   17.959051   6.173093e-03 0.14611627
## 3607          Sec13    110379   76.762697   6.146236e-03 0.10362448
## 3608         Sppl2a     66552   20.273741   6.141180e-03 0.14135249
## 3609          Tada1     27878   19.269063   6.137632e-03 0.14352112
## 3610         Topors    106021   19.942946   6.127660e-03 0.14199459
## 3611         Pphln1    223828   18.957644   6.120161e-03 0.14407444
## 3612           Bri3     55950   20.605933   6.118277e-03 0.14161314
## 3613          Plin2     11520   20.605933   6.118277e-03 0.14161314
## 3614         Mfsd10     68294   19.618958   6.101712e-03 0.14379826
## 3615           Pin4     69713   16.284033   6.092020e-03 0.14965096
## 3616  4933439C10Rik     74476   31.120333   6.084739e-03 0.14206098
## 3617         Tcerg1     56070   47.707623   6.077270e-03 0.11702362
## 3618           Rnh1    107702   48.336921   6.076265e-03 0.11841350
## 3619          Cyth4     72318   30.135190   6.064087e-03 0.14369311
## 3620         Zranb2     53861   53.671017   6.039462e-03 0.11255123
## 3621        Dennd4a    102442   32.431701   6.037161e-03 0.14005819
## 3622  2610001J05Rik      <NA>   21.264468   6.013659e-03 0.14048807
## 3623        Trappc1    245828   45.332791   6.009933e-03 0.12227736
## 3624         Pgrmc2     70804   21.929790   6.008212e-03 0.14019288
## 3625         Tagap1    380608   14.980335   5.983875e-03 0.15412567
## 3626           Arl1    104303   65.099271   5.956384e-03 0.11590379
## 3627           Utp6    216987   22.936156   5.924268e-03 0.13845944
## 3628        Cnep1r1    382030   20.591098   5.917457e-03 0.14250495
## 3629        Zdhhc16     74168   23.596508   5.915529e-03 0.13718893
## 3630         Manbal     69161   19.941214   5.909099e-03 0.14316006
## 3631           Tpm4    326618  109.540642   5.899269e-03 0.10491072
## 3632           Emc4     68032   22.267323   5.895450e-03 0.13909038
## 3633         Sapcd1     78376    9.330766   5.891751e-03 0.17059107
## 3634          Ints5    109077   22.270079   5.891385e-03 0.13912807
## 3635         R3hdm1    226412   22.606056   5.883751e-03 0.13853958
## 3636         Mrpl39     27393   21.935607   5.879088e-03 0.13979401
## 3637         Man2c1     73744   21.261139   5.876850e-03 0.14136137
## 3638         Capza2     12343  137.882799   5.861137e-03 0.08474440
## 3639        Arhgap1    228359   25.260273   5.837532e-03 0.13498520
## 3640       Xrcc6bp1      <NA>   13.624561   5.836150e-03 0.15643561
## 3641        Adprhl2      <NA>   23.595606   5.800320e-03 0.13779250
## 3642         Gm5801    545056   25.591671   5.775697e-03 0.13457167
## 3643           Usp3    235441   23.281952   5.768147e-03 0.14017179
## 3644         Arid1b    239985   26.250909   5.765711e-03 0.13422871
## 3645        Fam120a    218236   80.108438   5.763638e-03 0.10225141
## 3646           Rinl    320435   14.309838   5.759013e-03 0.15815486
## 3647          Snx12     55988   24.919113   5.750690e-03 0.13664158
## 3648           Adar     56417   24.943082   5.736887e-03 0.13656629
## 3649         Cdkn2c     12580   47.966546   5.726671e-03 0.12613350
## 3650          Smad1     17125   10.955623   5.685926e-03 0.16423914
## 3651          Abca1     11303    9.301313   5.653170e-03 0.17170832
## 3652          Rab14     68365   54.987977   5.606884e-03 0.11479695
## 3653          Suz12     52615   60.624691   5.602086e-03 0.11034891
## 3654          Trmt6     66926   23.930034   5.574871e-03 0.13813423
## 3655            Dld     13382   62.299261   5.572276e-03 0.10744305
## 3656         Zdhhc6     66980   29.907501   5.559562e-03 0.12993973
## 3657         Map3k4     26407   27.240582   5.552293e-03 0.13382473
## 3658           Ensa     56205   65.970821   5.528686e-03 0.10561328
## 3659          Dkkl1     50722   25.593292   5.521647e-03 0.13855919
## 3660  1110038F14Rik    117171   30.914935   5.504181e-03 0.12879634
## 3661        Sec61a1     53421   68.285750   5.492866e-03 0.10344278
## 3662          Spsb4    211949   22.902226   5.437915e-03 0.14362003
## 3663         Clptm1     56457   30.574379   5.435628e-03 0.12976678
## 3664         Tcf7l1     21415    6.964065   5.428645e-03 0.18334400
## 3665          Rbck1     24105   94.434059   5.423125e-03 0.09638166
## 3666          Ewsr1     14030  204.363705   5.406600e-03 0.07761884
## 3667          Cpsf4     54188   30.573974   5.402996e-03 0.12968347
## 3668         Zfp422     67255   26.239325   5.379647e-03 0.13753192
## 3669         Arrdc1    215705   31.925499   5.371141e-03 0.13015094
## 3670          Cndp2     66054   30.900171   5.361336e-03 0.12999722
## 3671         Hectd1    207304   33.580030   5.344464e-03 0.12682491
## 3672          Irgm1     15944   52.045862   5.305980e-03 0.12479078
## 3673          Rabl6    227624   29.580099   5.300534e-03 0.13160133
## 3674           Med4     67381   35.221631   5.293336e-03 0.12645548
## 3675          Cpsf6    432508   33.901592   5.268921e-03 0.12627755
## 3676       Snord15a    449630    8.050373   5.250948e-03 0.39933214
## 3677         Ube2g2     22213   34.890058   5.246489e-03 0.12536524
## 3678           Glul     14645   91.351455   5.241454e-03 0.10584332
## 3679          Glrx3     30926   34.245253   5.217463e-03 0.12628267
## 3680          Nacc1     66830   34.231725   5.217436e-03 0.12638589
## 3681           Klc1     16593   33.887145   5.212797e-03 0.12704912
## 3682           Art4    109978   13.305369   5.177379e-03 0.16558427
## 3683          Aifm1     26926   33.221219   5.158778e-03 0.12826111
## 3684          Phgdh    236539   57.010472   5.149106e-03 0.11863569
## 3685         Tex261     21766   38.213051   5.144098e-03 0.12318701
## 3686           Sys1     66460   37.545601   5.117524e-03 0.12483877
## 3687           Iscu     66383   38.887097   5.094754e-03 0.12274452
## 3688           Cdk6     12571   25.272990   5.090255e-03 0.14153259
## 3689          Ptpn2     19255   39.222507   5.084263e-03 0.12170008
## 3690         Ino80e    233875   36.239089   5.079897e-03 0.12459241
## 3691           Lars    107045   34.913048   5.061220e-03 0.12684188
## 3692         Ppp1cb     19046  140.350598   5.048767e-03 0.08781883
## 3693           Ncf2     17970   29.933122   5.024926e-03 0.13659103
## 3694  6030458C11Rik     77877   22.972132   5.021901e-03 0.14664706
## 3695         Mapre1     13589   34.877389   5.004559e-03 0.12787949
## 3696           Dpm2     13481   41.528498   4.972278e-03 0.12050257
## 3697         Utp11l      <NA>   43.884918   4.929990e-03 0.11832073
## 3698          Wdr77     70465   29.602007   4.928049e-03 0.13484487
## 3699           Uck2     80914   55.707773   4.878295e-03 0.12292922
## 3700           Ogdh     18293   43.191451   4.866507e-03 0.11922556
## 3701         Sucla2     20916   44.510244   4.864901e-03 0.12011373
## 3702          Dctn5     59288   48.850734   4.830253e-03 0.11438031
## 3703            Esd     13885   48.841272   4.821333e-03 0.11582001
## 3704           Wbp2     22378   39.214909   4.809399e-03 0.12598545
## 3705         Capns1     12336  128.272116   4.807759e-03 0.08771853
## 3706           Rpf1     70285   43.537615   4.798258e-03 0.11986622
## 3707           Mtpn     14489   94.553858   4.785677e-03 0.09200007
## 3708         H2-T22     15039   27.584044   4.755018e-03 0.14236246
## 3709           Ngdn     68966   50.196309   4.721417e-03 0.11864837
## 3710        Rps6ka1     20111   39.560873   4.716378e-03 0.12833376
## 3711           Dpm3     68563   50.838666   4.663176e-03 0.11342217
## 3712         Golph3     66629   53.523975   4.646796e-03 0.11415072
## 3713          Mpdu1     24070   47.168561   4.643777e-03 0.11836120
## 3714           Uba1     22201  136.224903   4.639800e-03 0.08315760
## 3715        Tmem50a     71817  102.875475   4.639308e-03 0.09211518
## 3716          Strap     20901   97.543414   4.577910e-03 0.09237996
## 3717          Otub1    107260   56.160107   4.523196e-03 0.10974937
## 3718           Cbx1     12412   91.523734   4.520943e-03 0.10102724
## 3719            Lbh     77889  101.780759   4.509345e-03 0.12836622
## 3720        Gm12238 100303747   12.726328   4.480279e-03 0.43068413
## 3721          Wbp11     60321   56.154112   4.464600e-03 0.11038831
## 3722        Tmem234     76799   62.165022   4.417700e-03 0.10918826
## 3723         Tm9sf2     68059   56.491442   4.403937e-03 0.11469830
## 3724           Frg1     14300  113.181664   4.358445e-03 0.09095584
## 3725          H2-T9     15051   32.219238   4.349176e-03 0.13882760
## 3726          Abce1     24015   69.168118   4.109426e-03 0.10497386
## 3727         Rnf214    235315   10.134851   4.057723e-03 0.15906581
## 3728           Mfn1     67414    9.468924   4.032730e-03 0.16076879
## 3729          Wdr53     68980   10.801216   4.016624e-03 0.15732565
## 3730         Cep104    230967   10.136870   4.014126e-03 0.15887096
## 3731         Hspb11     72938   10.134743   3.977608e-03 0.16082921
## 3732         Sergef     27414   10.135455   3.975388e-03 0.15906521
## 3733        Timmdc1     76916   11.135611   3.972972e-03 0.15659919
## 3734         Faap24    101831   10.137036   3.972609e-03 0.15926863
## 3735          Cnih4     98417   10.466083   3.971409e-03 0.15830877
## 3736         Fbxo42    213499   11.469162   3.968170e-03 0.15595455
## 3737          Vars2     68915   10.139131   3.960182e-03 0.15910235
## 3738         Zfp942     73233   11.466406   3.952642e-03 0.15609886
## 3739          Apba3     57267   12.465717   3.943785e-03 0.15441032
## 3740        Slc33a1     11416   10.464668   3.932978e-03 0.15850498
## 3741          Dtwd1     69185   10.803642   3.929364e-03 0.15789828
## 3742       BC017158      <NA>   11.804973   3.929028e-03 0.15540412
## 3743        Fam149b    105428   11.791776   3.921329e-03 0.15563503
## 3744         Zfp800    627049   10.807980   3.920968e-03 0.15815931
## 3745         Supt4a     20922   82.062532   3.913840e-03 0.09935617
## 3746       AB124611    382062   94.042511   3.912150e-03 0.10087879
## 3747          Rell1    100532   11.461148   3.909790e-03 0.15643059
## 3748        Ndufaf6     76947   11.134525   3.903914e-03 0.15733582
## 3749           Cog1     16834   13.129084   3.903644e-03 0.15267667
## 3750           Tti1     75425   12.132604   3.902076e-03 0.15466270
## 3751           Pdhx     27402   12.127753   3.901096e-03 0.15495048
## 3752           Klc4     74764   13.132926   3.891325e-03 0.15271928
## 3753          Acbd5     74159   11.137631   3.887708e-03 0.15680832
## 3754           Dph3    105638   13.797272   3.873054e-03 0.15178823
## 3755          Sclt1     67161    8.797061   3.871422e-03 0.16422923
## 3756        Tomm40l    641376   10.795221   3.869981e-03 0.15802018
## 3757         Hmgxb4     70823   12.791196   3.869263e-03 0.15342101
## 3758           Peo1      <NA>   10.142732   3.868003e-03 0.15953084
## 3759          Sf3b2    319322  143.055043   3.865690e-03 0.08284361
## 3760         Mettl4     76781   10.798625   3.865675e-03 0.15875860
## 3761            Atm     11920   12.796213   3.854413e-03 0.15331008
## 3762           Tprn     97031   10.812906   3.846115e-03 0.15890619
## 3763           Lin9     72568   11.125850   3.841542e-03 0.15756372
## 3764        Rps6ka4     56613   12.794797   3.840023e-03 0.15329317
## 3765          Dhdds     67422   14.791268   3.835889e-03 0.14963089
## 3766          Zfpl1     81909   15.123402   3.828342e-03 0.14905359
## 3767       Epm2aip1     77781   10.809338   3.826523e-03 0.15816593
## 3768         Tmem29    382245    9.463711   3.816668e-03 0.16419453
## 3769         Acvr1b     11479    8.820004   3.816253e-03 0.16552454
## 3770            Agk     69923   11.797397   3.814993e-03 0.15564924
## 3771        Ndufaf1     69702   14.457642   3.809006e-03 0.15009881
## 3772          Haus6    230376   14.120324   3.807136e-03 0.15104459
## 3773          Map1s    270058   14.465972   3.801343e-03 0.15094119
## 3774            Mtr    238505   13.791956   3.801124e-03 0.15139337
## 3775         Zbtb25    109929   12.469426   3.796677e-03 0.15442224
## 3776          Malt1    240354   11.803226   3.795512e-03 0.15650280
## 3777         Wdyhv1     76773   16.784982   3.794671e-03 0.14684405
## 3778          Znfx1     98999   10.481764   3.794665e-03 0.16062004
## 3779           Aar2     68295   12.462587   3.794572e-03 0.15418304
## 3780          Thoc1    225160   14.793453   3.792347e-03 0.14950490
## 3781  C030006K11Rik    223665   10.139735   3.792161e-03 0.15989344
## 3782         Tsen54     76265   14.468894   3.784422e-03 0.15114813
## 3783         Zfp771    244216   15.795266   3.781721e-03 0.14843601
## 3784          Cecr5      <NA>   16.451190   3.775053e-03 0.14714670
## 3785  2010012O05Rik      <NA>    9.129875   3.773338e-03 0.16360101
## 3786        Dnajc24     99349   14.456467   3.772813e-03 0.15066998
## 3787           Spen     56381   11.138310   3.764646e-03 0.15753666
## 3788           Arf4     11843   94.393273   3.763319e-03 0.10631984
## 3789         Rnf157    217340   15.449147   3.757270e-03 0.15103686
## 3790       Casp8ap2     26885   14.449537   3.755765e-03 0.15089253
## 3791          Fubp3    320267   14.785273   3.751878e-03 0.14983889
## 3792          Bbip1 100503572   14.783178   3.750222e-03 0.15014964
## 3793  A930005H10Rik     68161   15.791094   3.745297e-03 0.14867612
## 3794           Tyk2     54721   16.116148   3.741770e-03 0.14746554
## 3795  2310009B15Rik     69549   13.456311   3.741709e-03 0.15283955
## 3796          Mocs2     17434   14.451704   3.737027e-03 0.15124922
## 3797        Slc35c1    228368   16.126499   3.732241e-03 0.14772301
## 3798           Cog4    102339   17.111801   3.716580e-03 0.14596906
## 3799         Erlin2    244373   11.794400   3.715105e-03 0.15628332
## 3800            Xpa     22590   19.441252   3.702912e-03 0.14230850
## 3801          Susd3     66329    8.487992   3.698673e-03 0.16602633
## 3802           Naf1    234344   11.472871   3.684756e-03 0.15723933
## 3803           Ccnc     51813   14.782683   3.684056e-03 0.15059739
## 3804         Pknox1     18771   19.109041   3.683884e-03 0.14274173
## 3805         Cops7b     26895   14.455323   3.682636e-03 0.15065021
## 3806           Nit2     52633   17.790188   3.680028e-03 0.14497731
## 3807         Polr3b     70428   18.783671   3.676939e-03 0.14331461
## 3808         Zfp410     52708   21.431969   3.667877e-03 0.13986710
## 3809          Senp2     75826   20.448006   3.666660e-03 0.14137653
## 3810          Rpap3     71919   19.773296   3.652748e-03 0.14277995
## 3811          Csde1    229663   99.036081   3.647735e-03 0.09131133
## 3812           Ago2    239528   19.122687   3.644528e-03 0.14533060
## 3813          Pdpk1     18607   22.765271   3.602904e-03 0.13865001
## 3814           Lias     79464   21.763126   3.584987e-03 0.13945777
## 3815         Lrrc45    217366   14.465674   3.583426e-03 0.15187071
## 3816        Rps6kb2     58988   13.458844   3.583406e-03 0.15340634
## 3817          Abcb7     11306   20.434677   3.578638e-03 0.14119200
## 3818         Metap1     75624   24.097339   3.576484e-03 0.13616384
## 3819          Pus10     74467   17.457241   3.568710e-03 0.14590454
## 3820           Pop4     66161   14.111993   3.561958e-03 0.15291013
## 3821        St3gal1     20442   24.106056   3.561431e-03 0.13887024
## 3822          Rrp12    107094   12.144328   3.552289e-03 0.15676593
## 3823       Arhgap21     71435   15.449651   3.544382e-03 0.14980280
## 3824  1600020E01Rik     72012   13.811902   3.541766e-03 0.15455672
## 3825           Spg7    234847   27.752150   3.541369e-03 0.13239364
## 3826          Dhx40     67487   27.096797   3.533448e-03 0.13427649
## 3827           Nrf1     18181   24.414016   3.529107e-03 0.13696826
## 3828          Nudt2     66401   16.110833   3.527226e-03 0.14875061
## 3829           Gde1     56209   30.411221   3.526072e-03 0.13002746
## 3830           Polh     80905   29.402522   3.516546e-03 0.13240416
## 3831         Tmem11    216821   28.421424   3.515634e-03 0.13223769
## 3832           Sik3     70661   13.777012   3.514197e-03 0.15439373
## 3833         Crnkl1     66877   28.082133   3.511995e-03 0.13150746
## 3834          Nr3c1     14815   17.436931   3.511894e-03 0.14757719
## 3835          Fam21      <NA>   24.776130   3.507097e-03 0.13675077
## 3836        Mpv17l2    234384   19.113272   3.505807e-03 0.14617237
## 3837           Rtcb     28088  114.042366   3.505490e-03 0.08770183
## 3838          Wipi2     74781   26.431051   3.502386e-03 0.13425236
## 3839           Il33     77125    9.487238   3.498622e-03 0.16849370
## 3840          Ube2k     53323   23.755367   3.494809e-03 0.13715806
## 3841           Relt    320100   10.821360   3.494704e-03 0.16143654
## 3842         Zfp622     52521   28.098625   3.493188e-03 0.13389456
## 3843          Smim8     66291   17.766400   3.492860e-03 0.14693766
## 3844         Stat5b     20851   22.436843   3.489663e-03 0.13932700
## 3845         Map3k7     26409   23.093944   3.486500e-03 0.13784204
## 3846         Slc9a7    236727   12.128488   3.478151e-03 0.16008457
## 3847           Chkb     12651   21.127884   3.472397e-03 0.14332513
## 3848         Polr1a     20019   16.140374   3.451472e-03 0.15034657
## 3849          Snx25    102141   23.750604   3.446616e-03 0.13813021
## 3850           Ccnh     66671   27.079806   3.438445e-03 0.13371297
## 3851           Crbn     58799   18.432930   3.432888e-03 0.14634362
## 3852        Wbscr22      <NA>   28.756861   3.409329e-03 0.13141622
## 3853          Tex30     75623   32.726693   3.395951e-03 0.12752433
## 3854          Kpna3     16648   34.725321   3.385012e-03 0.12701064
## 3855          Msto1    229524   18.446990   3.380053e-03 0.14557215
## 3856          Med14     26896   20.756631   3.378661e-03 0.14319111
## 3857            Nf2     18016   25.758393   3.374254e-03 0.13498633
## 3858  1810032O08Rik      <NA>   20.466131   3.362399e-03 0.14516205
## 3859          Aggf1     66549   33.727124   3.352304e-03 0.12627280
## 3860           Drg2     13495   33.389731   3.327318e-03 0.12703907
## 3861           Bms1    213895   34.071628   3.319978e-03 0.12597679
## 3862            Tfg     21787   42.361521   3.311637e-03 0.12021860
## 3863         Ube2r2     67615   45.376768   3.297577e-03 0.11911216
## 3864       Arhgap27    544817   27.745791   3.296141e-03 0.13744893
## 3865         Zcchc6      <NA>   32.760193   3.260315e-03 0.13358295
## 3866         Gramd3    107022   15.457716   3.233861e-03 0.15827128
## 3867           Ten1     69535   35.721289   3.228971e-03 0.12600918
## 3868          Pcif1    228866   37.374779   3.227244e-03 0.12464246
## 3869           Smu1     74255   40.364586   3.221914e-03 0.12137255
## 3870          Lasp1     16796   37.732948   3.221607e-03 0.12546597
## 3871          Sar1b     66397   35.380704   3.217180e-03 0.12727449
## 3872          Crtc3     70461   16.436717   3.208364e-03 0.15153283
## 3873         Ndufa2     17991  143.831629   3.196097e-03 0.08760384
## 3874           Gltp     56356   36.689597   3.186622e-03 0.12822478
## 3875          Gm561      <NA>   27.782267   3.146609e-03 0.13630982
## 3876         Hpcal1     53602   12.107585   3.140665e-03 0.16135702
## 3877         Mrpl32     75398   45.368172   3.139117e-03 0.11809038
## 3878        Smarcc2     68094   40.702086   3.137070e-03 0.12211902
## 3879          Tiam1     21844   31.724808   3.123655e-03 0.13244942
## 3880           Lsm5     66373   46.348108   3.122872e-03 0.11907362
## 3881           Cul1     26965   52.668897   3.117120e-03 0.11202142
## 3882           Tlk1    228012   48.340697   3.115456e-03 0.11589508
## 3883           Rheb     19744   42.704510   3.115173e-03 0.12002460
## 3884         Nt5c3b     68106   39.357005   3.092713e-03 0.12474313
## 3885          Zfp91    109910   43.702437   3.086861e-03 0.11896724
## 3886         Prpf4b     19134   48.380519   3.085282e-03 0.11711557
## 3887  2310036O22Rik      <NA>  177.867035   3.044707e-03 0.07658408
## 3888        Slc19a1     20509   26.790777   3.020032e-03 0.14006139
## 3889         Smim11     68936   49.334711   3.000469e-03 0.11670200
## 3890          H2afy      <NA>  401.620641   2.955338e-03 0.07268987
## 3891         Bclaf1     72567   61.327680   2.952953e-03 0.10771528
## 3892          Vps25     28084   76.267317   2.950730e-03 0.09946710
## 3893         Nfkbia     18035   38.066955   2.945281e-03 0.13408380
## 3894           Nxf1     53319   71.969430   2.917337e-03 0.10423744
## 3895           Lsm8     76522   86.204737   2.875385e-03 0.09827128
## 3896          Pfdn5     56612  254.883457   2.854040e-03 0.06850009
## 3897          Clcf1     56708   11.153828   2.852421e-03 0.16808646
## 3898          Abcg1     11307   11.816430   2.850840e-03 0.17024085
## 3899           Ei24     13663   53.654419   2.829155e-03 0.11685142
## 3900          Timm9     30056   29.789743   2.778235e-03 0.13819096
## 3901            Sf1     22668   90.567184   2.750821e-03 0.09514058
## 3902          H2afv      <NA>   83.288461   2.728808e-03 0.12743849
## 3903          Vezf1     22344   36.690537   2.671703e-03 0.13386959
## 3904        Tcp11l2    216198   39.439424   2.614842e-03 0.14266066
## 3905        Dcun1d5     76863  110.430311   2.549996e-03 0.10209216
## 3906           H1fx      <NA>    9.441325   2.474553e-03 0.17773590
## 3907           Pelo    105083   15.171423   2.440767e-03 0.16959025
## 3908           Atf4     11911  175.133553   2.439393e-03 0.09971451
## 3909          Zfp36     22695   68.765279   2.230049e-03 0.13528669
## 3910          Sepw1      <NA>  169.180194   2.214134e-03 0.08853038
## 3911           Myh9     17886  176.231082   2.165618e-03 0.08998810
## 3912  2010107E04Rik      <NA>  405.190824   2.116009e-03 0.07428993
## 3913           Nono     53610  201.359381   1.989300e-03 0.07824472
## 3914         Atp1b3     11933  365.665209   1.978518e-03 0.06557817
## 3915          Atp5j     11957  242.127864   1.962475e-03 0.08002040
## 3916       Map1lc3b     67443   57.496127   1.786370e-03 0.11016794
## 3917           Msra    110265   51.170417   1.782285e-03 0.11308607
## 3918           Sub1     20024   67.844639   1.755215e-03 0.11705624
## 3919           Coa3     52469   63.474777   1.753346e-03 0.10741439
## 3920          Emc10     69683   55.831162   1.690155e-03 0.10966940
## 3921        Tomm70a     28185   57.167403   1.656029e-03 0.10967176
## 3922          Nsmaf     18201   43.556360   1.654214e-03 0.11881803
## 3923          Senp6    215351   52.158376   1.642546e-03 0.11309894
## 3924           Srp9     27058   45.508104   1.638519e-03 0.11860481
## 3925           Cdk9    107951   50.185088   1.637159e-03 0.11511614
## 3926        Slc35b1    110172   36.237933   1.552537e-03 0.12464898
## 3927         Fbxo11    225055   36.899374   1.552287e-03 0.12346108
## 3928           E2f2    242705   76.163132   1.537180e-03 0.12828567
## 3929          Cxxc1     74322   39.544962   1.534440e-03 0.12144720
## 3930          Baz1a    217578   41.543382   1.525409e-03 0.12043774
## 3931        Adipor2     68465   33.571663   1.493652e-03 0.12735230
## 3932          Sf3a1     67465   40.870027   1.480638e-03 0.12060075
## 3933          Cnot3    232791   33.904824   1.470464e-03 0.12558236
## 3934         Ctdsp1    227292   45.846735   1.467058e-03 0.12031244
## 3935          Ube2z    268470   31.234546   1.411446e-03 0.12830951
## 3936          Rbm10    236732   32.247582   1.395594e-03 0.12757363
## 3937           Hira     15260   29.910930   1.386080e-03 0.12952762
## 3938          Thoc5    107829   33.581397   1.385546e-03 0.12652135
## 3939          Ap2a1     11771   31.570206   1.366344e-03 0.12821287
## 3940       Atp6v1c1     66335   29.570781   1.363330e-03 0.13018254
## 3941          Gna13     14674   28.586894   1.356889e-03 0.13108383
## 3942           Pigu    228812   27.576373   1.318540e-03 0.13332530
## 3943         Anapc1     17222   30.898931   1.305707e-03 0.12990819
## 3944            Rb1     19645   24.914829   1.305323e-03 0.13794608
## 3945         Ino80c    225280   26.582226   1.298590e-03 0.13333767
## 3946         Psmd10     53380   25.250837   1.274562e-03 0.13528535
## 3947           Tbcd    108903   26.258950   1.268412e-03 0.13344743
## 3948          Hsph1     15505   29.281537   1.265615e-03 0.13772979
## 3949       Tmem229b    268567   35.873562   1.246492e-03 0.13036880
## 3950         Ccdc25     67179   22.262013   1.244726e-03 0.13926120
## 3951         Pdzd11     72621   27.891649   1.243591e-03 0.13567527
## 3952         Ndufb4     68194   25.587900   1.241509e-03 0.13636973
## 3953         Rcbtb1     71330   20.280948   1.238409e-03 0.14299237
## 3954          Tceb3      <NA>   21.607683   1.227670e-03 0.13941766
## 3955           Nop9     67842   20.612015   1.220060e-03 0.14157031
## 3956       Arhgap17     70497   21.613841   1.217036e-03 0.14311991
## 3957         Ubald1    207740   20.621776   1.210298e-03 0.14304517
## 3958          Stk26     70415   22.943153   1.199482e-03 0.14136801
## 3959         Sssca1      <NA>   28.937262   1.195788e-03 0.13433277
## 3960           Pcnp     76302   22.266713   1.194776e-03 0.13823580
## 3961           Gps1    209318   25.927419   1.188266e-03 0.13437210
## 3962         Lsm14b    241846   21.605440   1.185080e-03 0.13961787
## 3963           Ctr9     22083   24.924067   1.175960e-03 0.13707857
## 3964          Twsg1     65960   21.924137   1.171225e-03 0.13968124
## 3965  1500011B03Rik     66236   22.943937   1.159757e-03 0.13838978
## 3966          Znrf2    387524   23.275577   1.155440e-03 0.13779610
## 3967           Tmc8    217356   23.283005   1.142308e-03 0.13881172
## 3968          Sugp1     70616   22.599451   1.141879e-03 0.13804027
## 3969           Ncln    103425   28.913491   1.141815e-03 0.13399299
## 3970           Ipmk     69718   27.243531   1.137346e-03 0.13536922
## 3971           Rab9     56382   19.934488   1.137142e-03 0.14206439
## 3972           Toe1     68276   18.608192   1.128864e-03 0.14361888
## 3973         Unc119     22248   18.631464   1.112764e-03 0.14804313
## 3974  2210016L21Rik     72357   20.935928   1.106734e-03 0.14025522
## 3975          Yars2     70120   19.613549   1.099774e-03 0.14253973
## 3976         Rnf111     93836   19.293011   1.099281e-03 0.14391351
## 3977          Dctn4     67665   18.611627   1.098931e-03 0.14327904
## 3978         Zfp277    246196   17.599418   1.081949e-03 0.14697893
## 3979           Aatf     56321   26.944722   1.079456e-03 0.13639461
## 3980         Zcchc9     69085   17.954782   1.077539e-03 0.14481491
## 3981          Ascc2     75452   18.616809   1.077189e-03 0.14334619
## 3982         Hdac10    170787   19.300014   1.074899e-03 0.14677764
## 3983           Junb     16477   28.966741   1.068692e-03 0.14007421
## 3984          Prmt3     71974   30.254674   1.067124e-03 0.13345066
## 3985          Med19    381379   20.284100   1.063229e-03 0.14178040
## 3986          Zadh2    225791   20.596953   1.055580e-03 0.14138305
## 3987          Myef2     17876   20.937947   1.051785e-03 0.14050948
## 3988          Med16    216154   19.595273   1.050692e-03 0.14348121
## 3989           Taf1    270627   17.942099   1.050560e-03 0.14477434
## 3990         Samsn1     67742   15.291914   1.049383e-03 0.14932021
## 3991          Ubl4a     27643   17.616729   1.041760e-03 0.14480076
## 3992         Sap30l     50724   18.932419   1.033464e-03 0.14452021
## 3993        L3mbtl2    214669   16.282913   1.032357e-03 0.14712560
## 3994       Tmem126a     66271   13.634461   1.032158e-03 0.15540135
## 3995         Atpaf2    246782   18.931169   1.031805e-03 0.14405884
## 3996          Sgms1    208449   17.298693   1.030869e-03 0.14698523
## 3997         Exosc4    109075   17.285934   1.008993e-03 0.14546844
## 3998           Tmx2     66958   15.949528   1.006045e-03 0.14755820
## 3999         Gtf2h3    209357   16.283758   1.000294e-03 0.14684668
## 4000          Itpr1     16438   21.294680   1.000078e-03 0.14818559
## 4001          Cox18    231430   16.285098   9.857610e-04 0.14686307
## 4002           Pgs1     74451   15.296195   9.789793e-04 0.14890510
## 4003           Helb    117599   14.955125   9.716279e-04 0.14913066
## 4004          Calm3     12315  177.045799   9.683329e-04 0.08188509
## 4005         Fndc3a    319448   15.297445   9.591531e-04 0.15036145
## 4006           Rnmt     67897   15.293197   9.543523e-04 0.14857861
## 4007            Sla     20491   17.289019   9.465273e-04 0.14920875
## 4008       Tmem184b    223693   14.287660   9.374873e-04 0.15444605
## 4009          Tdrd3    219249   13.968482   9.317618e-04 0.15165097
## 4010           Pja1     18744   13.971404   9.220340e-04 0.15219958
## 4011          Cep85     70012   14.285598   9.218229e-04 0.15065559
## 4012           Ice2     93697   12.969063   9.207077e-04 0.15336753
## 4013           Pwp2    110816   14.631850   9.154580e-04 0.15006191
## 4014           Adh5     11532   90.889762   9.095178e-04 0.09350348
## 4015           Alg1    208211   13.298034   9.086317e-04 0.15245731
## 4016          Nol10    217431   14.294623   9.000946e-04 0.15029619
## 4017         Hmbox1    219150   12.960792   8.952932e-04 0.15535770
## 4018     St6galnac4     20448   16.976096   8.897195e-04 0.15003378
## 4019           Krr1     52705   14.959406   8.865552e-04 0.14932973
## 4020          Jade1    269424   14.614570   8.792658e-04 0.15119460
## 4021          Spag9     70834   13.965244   8.776383e-04 0.15114104
## 4022          Thap4     67026   15.613494   8.744689e-04 0.14926458
## 4023          Thtpa    105663   10.310532   8.671785e-04 0.16109205
## 4024          Utp15    105372   13.963828   8.659372e-04 0.15096707
## 4025           Xpo4     57258   13.293201   8.575381e-04 0.15275639
## 4026          Fbxw4     30838   10.968146   8.522834e-04 0.15711643
## 4027         Srsf11     69207   79.314855   8.495314e-04 0.10201685
## 4028          Mtfmt     69606   10.969486   8.357531e-04 0.15713055
## 4029           Alg3    208624   12.637531   8.322581e-04 0.15379652
## 4030          Zfp51     22709   11.309140   8.237229e-04 0.15700109
## 4031         Cnrip1    380686   14.610322   8.231273e-04 0.15166672
## 4032           Srrd     70118    9.635251   8.182459e-04 0.16101231
## 4033         Swap70     20947   15.617920   8.149429e-04 0.15237774
## 4034         Stxbp3     20912   12.303060   8.116694e-04 0.15428402
## 4035           Cd22     12483   71.321831   8.098699e-04 0.13881671
## 4036         Pou2f2     18987   11.972912   8.093735e-04 0.15773286
## 4037       Slc25a23     66972   10.968991   8.080554e-04 0.15712476
## 4038         Zfp687     78266   11.629932   8.051832e-04 0.15575946
## 4039          Cisd1     52637   76.248667   8.016088e-04 0.11788196
## 4040          Gmppa     69080   14.956079   8.015728e-04 0.15066496
## 4041       Gltscr1l      <NA>   10.641028   7.949170e-04 0.15842878
## 4042         Pet100 100503890   14.293811   7.915977e-04 0.15122568
## 4043          Gpr89     67549   11.970926   7.913707e-04 0.15502250
## 4044         Zfp952    240067    9.969571   7.901830e-04 0.15944256
## 4045          Rab10     19325   76.947261   7.897873e-04 0.09966506
## 4046          Dhrs7     66375   14.605819   7.776522e-04 0.15286397
## 4047          Tlcd2    380712   11.297797   7.773992e-04 0.15687905
## 4048          Ascc3     77987   10.638197   7.771011e-04 0.15763620
## 4049         Zfp871    208292   11.638957   7.753413e-04 0.15566019
## 4050          Ahsa2    268390    9.315558   7.731496e-04 0.16310911
## 4051            Nln     75805   11.636201   7.674754e-04 0.15600240
## 4052          Sp140    434484    9.643114   7.651861e-04 0.16070312
## 4053         Yeats4     64050   79.580767   7.621036e-04 0.09893879
## 4054         Gtpbp3     70359   10.970090   7.603567e-04 0.15694343
## 4055         Retsat     67442   10.295621   7.591715e-04 0.15909695
## 4056          Tmub1     64295    9.301625   7.583974e-04 0.16123953
## 4057          Lpar5    381810   10.644795   7.559208e-04 0.15829995
## 4058           Tcta    102791   10.631251   7.540908e-04 0.16167791
## 4059         N6amt1     67768   11.962836   7.439832e-04 0.15531036
## 4060           Orc3     50793   11.959914   7.423562e-04 0.15526047
## 4061        Fam219b     78323   10.624759   7.358013e-04 0.15866271
## 4062            Kiz    228730   13.283123   7.302779e-04 0.15438218
## 4063         Mettl8    228019    9.312066   7.256052e-04 0.16209441
## 4064          Ocel1     77090   10.308908   7.132399e-04 0.15904841
## 4065           Gnb1     14688  159.791844   7.116668e-04 0.08456869
## 4066         Zc3h15     69082   76.621685   7.092199e-04 0.10009912
## 4067       Slc25a22     68267   11.317338   7.075078e-04 0.15959356
## 4068          Cep78    208518   13.946566   7.031196e-04 0.15478803
## 4069          Xndc1 102443350    9.634198   6.981238e-04 0.16016138
## 4070           Actb     11461 1655.054618   6.920721e-04 0.05481738
## 4071         Gm5111    330305    7.997922   6.852021e-04 0.17846951
## 4072          Abca2     11305    8.649466   6.781658e-04 0.16485362
## 4073         Mthfsd    234814   10.306665   6.680811e-04 0.15881210
## 4074         Sema3g    218877    7.972812   6.671515e-04 0.17268156
## 4075         Znhit6    229937    9.979034   6.630554e-04 0.15993649
## 4076          Stim2    116873    9.298221   6.608040e-04 0.16233589
## 4077         Brms1l     52592    9.643057   6.602197e-04 0.16025228
## 4078          Yipf2     74766    9.634122   6.550446e-04 0.16060615
## 4079         Ccdc86    108673    9.312504   6.540401e-04 0.16135213
## 4080  1190002N15Rik      <NA>   11.617836   6.481105e-04 0.16079268
## 4081          Tram1     72265   76.895226   6.452287e-04 0.10911417
## 4082            Cpq     54381   11.302450   6.242801e-04 0.16916305
## 4083  1110065P20Rik     68920    9.299066   6.237936e-04 0.16183541
## 4084  A830080D01Rik      <NA>    9.640060   6.194548e-04 0.16042865
## 4085  5730408K05Rik     67531    9.991524   6.171223e-04 0.17054053
## 4086          Hdac5     15184   14.936295   6.115671e-04 0.16017323
## 4087            Chm     12662    9.300406   6.064950e-04 0.16184893
## 4088          Rps27     57294    9.646658   6.023777e-04 0.16091948
## 4089       BC064078    408064    6.985744   6.007892e-04 0.18467140
## 4090           Maea     59003   68.949983   6.000383e-04 0.10262781
## 4091          Bend5     67621   10.292141   5.982201e-04 0.16189527
## 4092          Ptprs     19280    8.659411   5.956415e-04 0.16703218
## 4093          Vps28     66914   64.009467   5.925152e-04 0.10775397
## 4094        Tnfaip1     21927    9.307925   5.890125e-04 0.16174559
## 4095           Cstb     13014   64.302133   5.650088e-04 0.10536647
## 4096       Mapkapk3    102626    7.995455   5.569129e-04 0.17522476
## 4097           Fis1     66437  168.329205   5.475791e-04 0.08920363
## 4098          Ifi30     65972  292.121544   4.861252e-04 0.08672105
## 4099           Qrfp    227717    5.989446   4.720112e-04 0.18568605
## 4100          Baz1b     22385   58.648395   4.309666e-04 0.10854986
## 4101           Hypk     67693  170.699753   3.545293e-04 0.07868432
## 4102          Stau2     29819   10.270798   3.178960e-04 0.17282948
## 4103         Igfbp4     16010  104.705996   3.052965e-04 0.14024110
## 4104         Snhg12 100039864   56.409544   3.004003e-04 0.12184582
## 4105          Tmed9     67511  146.716879   2.858434e-04 0.08015769
## 4106         Inpp5k     19062   45.372257   1.669428e-04 0.11950406
## 4107          Hcfc1     15161   50.668140   1.644132e-04 0.11328238
## 4108         Rnf181     66510   45.032968   9.011014e-05 0.11765469
## 4109        Tspan15     70423    4.976505   4.694244e-05 0.19261395
## 4110           Ssr3     67437   90.384358   2.877342e-05 0.09323500
## 4111           Top1     21969   86.416794   1.131150e-05 0.09707481
## 4112         Ptpn18     19253   51.672250  -3.296521e-05 0.11784131
## 4113         Pgrmc1     53328   42.002282  -9.390020e-05 0.12411564
## 4114          Psmd8     57296  126.780561  -9.573725e-05 0.08245191
## 4115           Ugcg     22234   38.439512  -1.142778e-04 0.14042131
## 4116         Gpcpd1     74182   36.760468  -1.907292e-04 0.13777930
## 4117           Sbds     66711   40.723020  -1.993712e-04 0.12135287
## 4118          Acsl1     14081   33.714666  -2.034625e-04 0.13502640
## 4119         Scand1     19018   74.742672  -2.284125e-04 0.10364170
## 4120        Smarce1     57376   37.734175  -2.284768e-04 0.12288324
## 4121          Tnpo3    320938   39.702825  -2.572469e-04 0.12188899
## 4122        Skiv2l2      <NA>   38.726369  -2.957514e-04 0.12225381
## 4123        Plekhj1     78670   36.733448  -3.331864e-04 0.12323888
## 4124         Gtf2e2     68153   35.403970  -3.524325e-04 0.12462685
## 4125          Larp1     73158   40.417601  -3.927332e-04 0.12659910
## 4126           Wdr6     83669   70.100993  -4.322860e-04 0.10636387
## 4127  2310009A05Rik      <NA>   34.045047  -4.362724e-04 0.12950063
## 4128          Setd3     52690   35.739739  -4.419439e-04 0.12514485
## 4129          Ift20     55978   35.386560  -4.489241e-04 0.12687698
## 4130           Tsr1    104662   35.436427  -4.720852e-04 0.13073276
## 4131          Hipk1     15257   71.775592  -4.864854e-04 0.10233800
## 4132         Arglu1    234023   69.869290  -5.233197e-04 0.11442857
## 4133            Msn     17698  329.100350  -6.008660e-04 0.06536507
## 4134          Pgam5     72542   31.073876  -6.444476e-04 0.12936344
## 4135          Tm2d2     69742   28.752814  -6.681881e-04 0.13266811
## 4136           Scp2     20280   31.057531  -6.885818e-04 0.13083598
## 4137           Pigx     72084   28.403896  -7.079006e-04 0.13196814
## 4138        Thumpd1    233802   30.748779  -7.412561e-04 0.12942188
## 4139          Wdr75     73674   29.431673  -7.939518e-04 0.13302750
## 4140        Abhd17b    226016   28.729904  -8.159155e-04 0.13293095
## 4141        Csrp2bp      <NA>   28.742515  -8.337045e-04 0.13208688
## 4142         Scamp3     24045   26.437058  -8.538266e-04 0.13445314
## 4143         Mrps11     67994   26.416856  -8.757170e-04 0.13374707
## 4144        Timm17b     21855   25.076939  -8.909790e-04 0.13690766
## 4145         Znhit1     70103   26.101005  -9.057046e-04 0.13423747
## 4146          Bcl9l     80288   24.105150  -9.107648e-04 0.13837705
## 4147          Letm1     56384   25.422784  -9.446033e-04 0.13454168
## 4148           Ctcf     13018   92.832508  -9.486456e-04 0.09990433
## 4149  A730008H23Rik    212427   26.752866  -9.554603e-04 0.13339310
## 4150        Ccdc115     69668   26.430580  -9.627587e-04 0.13395259
## 4151         Psenen     66340   57.150070  -9.811924e-04 0.10910366
## 4152         Ahctf1    226747   26.094515  -9.818880e-04 0.13393470
## 4153         Fam96b      <NA>   53.827902  -9.885124e-04 0.11446857
## 4154          Mat2a    232087   96.293508  -9.979301e-04 0.10322344
## 4155           Rnf4     19822   58.502282  -9.985437e-04 0.10844967
## 4156          Thoc7     66231  105.667552  -1.004349e-03 0.10034230
## 4157         Eif4g2     13690  213.188728  -1.046957e-03 0.06998063
## 4158          Wdr83     67836   24.425308  -1.051604e-03 0.13644048
## 4159          Mrps6    121022   26.100981  -1.063335e-03 0.13556199
## 4160         Nup160     59015   24.088746  -1.069147e-03 0.13690385
## 4161         Cfap36    216618   24.083324  -1.085873e-03 0.13729603
## 4162           Kat5     81601   24.083578  -1.090387e-03 0.13734582
## 4163           Jak2     16452   22.102906  -1.098404e-03 0.13936763
## 4164           Apip     56369   21.091466  -1.107578e-03 0.14331376
## 4165         Ankle2     71782   23.106440  -1.110630e-03 0.13826903
## 4166         Zfp384    269800   22.767873  -1.147733e-03 0.13794334
## 4167         Stard7     99138   53.494413  -1.166776e-03 0.11108310
## 4168          Vps41    218035   22.420899  -1.224089e-03 0.13973266
## 4169         Thap11     59016   21.760122  -1.254943e-03 0.13965544
## 4170           Hsf1     15499   21.779332  -1.259780e-03 0.14004364
## 4171          Srp68    217337   54.162200  -1.269551e-03 0.11500327
## 4172          Arpc4     68089  135.072411  -1.275294e-03 0.08194275
## 4173          Ints4    101861   21.438669  -1.286789e-03 0.13937625
## 4174        Mettl17     52535   15.812341  -1.288357e-03 0.15559162
## 4175          Scaf4    224432   21.440764  -1.300208e-03 0.13975648
## 4176          Mcfd2    193813   19.770866  -1.314852e-03 0.14249387
## 4177       Mapkapk5     17165   20.768221  -1.344277e-03 0.14038825
## 4178        Fam207a    108707   20.110112  -1.349051e-03 0.14127652
## 4179           Amfr     23802   48.510181  -1.361003e-03 0.11502119
## 4180     D10Wsu102e      <NA>   20.442685  -1.380978e-03 0.14086357
## 4181         Map7d1    245877   19.782994  -1.386425e-03 0.14229486
## 4182        Tmem248     71667   20.113638  -1.405516e-03 0.14144799
## 4183         Lypla1     18777   48.476442  -1.413898e-03 0.12243013
## 4184         Dcaf13    223499   48.539608  -1.438448e-03 0.11477258
## 4185         Zfp740     68744   44.890979  -1.439758e-03 0.12102478
## 4186            Jtb     23922   47.877264  -1.487824e-03 0.11531769
## 4187           Nfyc     18046   19.105543  -1.504201e-03 0.14285966
## 4188          Smim7     66818   18.110702  -1.522649e-03 0.14448248
## 4189          Ddx20     53975   18.106033  -1.536043e-03 0.14468594
## 4190         Fbxl19    233902   17.121466  -1.563944e-03 0.14651641
## 4191  9430015G10Rik    230996   17.782078  -1.570043e-03 0.14491734
## 4192         Rnf115     67845   45.519491  -1.613464e-03 0.11675033
## 4193         Tsen15     66637   18.110569  -1.627114e-03 0.14491747
## 4194           Blmh    104184   69.916133  -1.642052e-03 0.10668100
## 4195        Commd10     69456   17.434938  -1.646698e-03 0.14674734
## 4196           Smc5    226026   17.111134  -1.651753e-03 0.14627444
## 4197         Bcl11a     14025   99.367491  -1.657857e-03 0.10691464
## 4198         Tmbim6    110213  193.760034  -1.670663e-03 0.07431903
## 4199         Eif2b3    108067   17.460912  -1.685125e-03 0.14621944
## 4200          Sel1l     20338   17.443873  -1.686978e-03 0.14565193
## 4201          Pinx1     72400   14.136904  -1.697360e-03 0.15404166
## 4202         Papss1     23971   16.770427  -1.712371e-03 0.14871681
## 4203          Ipo13    230673   16.128753  -1.744866e-03 0.14792888
## 4204          Mapk1     26413   94.694220  -1.761597e-03 0.09272785
## 4205  A230050P20Rik      <NA>   13.147369  -1.763166e-03 0.15874911
## 4206          Ccnl2     56036   61.394866  -1.774376e-03 0.12046579
## 4207  C330007P06Rik      <NA>   15.782501  -1.778868e-03 0.14805414
## 4208            Zfr     22763   40.875049  -1.789593e-03 0.12013173
## 4209           Vav3     57257   15.123007  -1.794499e-03 0.15184717
## 4210           Caml     12328   15.789265  -1.798035e-03 0.14769961
## 4211          Fem1a     14154   15.458712  -1.811261e-03 0.14847642
## 4212         Mettl2     52686   15.791526  -1.814740e-03 0.14786964
## 4213        Tmem138     72982   15.117718  -1.821689e-03 0.14902389
## 4214           Rtn4     68585   38.901594  -1.843408e-03 0.12393340
## 4215         Kcnab2     16498   40.244920  -1.848224e-03 0.12778802
## 4216         Cep192     70799   15.447294  -1.867242e-03 0.14890068
## 4217          Tceb1      <NA>   67.613801  -1.896834e-03 0.10565587
## 4218         Golga4     54214   15.457734  -1.899730e-03 0.14845584
## 4219         Zfp266     77519   15.456319  -1.908993e-03 0.14859126
## 4220  1700021F05Rik      <NA>   14.449531  -1.910848e-03 0.15052122
## 4221           Xrn1     24127   15.116665  -1.926042e-03 0.14932942
## 4222          Enkd1    102124   13.118731  -1.934373e-03 0.15533698
## 4223         Homer3     26558   13.461802  -1.948921e-03 0.15336957
## 4224        Atg16l1     77040   13.470147  -1.959336e-03 0.15290399
## 4225          Sbno2    216161   13.797779  -1.959984e-03 0.15183599
## 4226         Cdkal1     68916   14.123240  -1.961401e-03 0.15082599
## 4227         Osbpl2    228983   14.457140  -1.965524e-03 0.15030637
## 4228           E2f6     50496   13.793773  -1.969131e-03 0.15194599
## 4229         Cdadc1     71891   13.463549  -1.990051e-03 0.15218211
## 4230          Med28     66999   13.792687  -1.993026e-03 0.15130876
## 4231           Skil     20482   13.447793  -2.016020e-03 0.15355896
## 4232         Mtmr12    268783   13.460718  -2.023491e-03 0.15215136
## 4233          Ndst2     17423   12.469387  -2.037136e-03 0.15485596
## 4234          Acot8    170789   11.470209  -2.039544e-03 0.15799895
## 4235          Ap3m1     55946   13.456214  -2.055672e-03 0.15193105
## 4236           Amd2 100041585    5.466904  -2.056820e-03 0.20593074
## 4237           Lcp1     18826  301.064453  -2.057960e-03 0.11851068
## 4238           Ate1     11907   13.124741  -2.074281e-03 0.15252883
## 4239          Zmym3     56364   13.121577  -2.076426e-03 0.15316610
## 4240         Camkk2    207565   13.471430  -2.077023e-03 0.15288944
## 4241           Mib1    225164   13.790070  -2.083469e-03 0.15367874
## 4242          Taf4a      <NA>   13.457313  -2.086167e-03 0.15226928
## 4243           Bap1    104416   56.668032  -2.090943e-03 0.11605910
## 4244          Ube2n     93765   13.453142  -2.094841e-03 0.15242541
## 4245          Setd2    235626   36.877751  -2.095991e-03 0.12424172
## 4246         Kansl2     69612   12.804221  -2.107833e-03 0.15396857
## 4247          Ap4m1     11781   13.461835  -2.133812e-03 0.15232264
## 4248          Aamdc     66273   12.125321  -2.146192e-03 0.15502580
## 4249         Fam98b     68215   37.539735  -2.166107e-03 0.12399480
## 4250          Ifrd1     15982   31.273661  -2.168712e-03 0.13722557
## 4251        Zcchc10     67966   12.803650  -2.185081e-03 0.15361851
## 4252         Erlec1     66753   11.793352  -2.191117e-03 0.15573049
## 4253           Cmc1     67899   11.457045  -2.191459e-03 0.15753313
## 4254           Elp3     74195   35.233843  -2.192393e-03 0.12587127
## 4255          Mtif2     76784   12.132598  -2.224106e-03 0.15456850
## 4256            Sp3     20687   58.313314  -2.230611e-03 0.10895472
## 4257        Ube2d2a     56550   34.889110  -2.244182e-03 0.12605370
## 4258          Aldh2     11669  150.466821  -2.248605e-03 0.12006944
## 4259          Lemd2    224640   33.243513  -2.257150e-03 0.12873220
## 4260          Desi2     78825   12.126604  -2.278117e-03 0.15484602
## 4261         Atrnl1    226255   11.118871  -2.279105e-03 0.16125302
## 4262        Trmt112     67674   36.558453  -2.281282e-03 0.12441020
## 4263          Taf10     24075  107.187700  -2.283098e-03 0.09108310
## 4264         Wrap53    216853   11.795371  -2.283467e-03 0.15520475
## 4265  1200014J11Rik      <NA>   11.463312  -2.285627e-03 0.15616378
## 4266          Wdr81    192652   11.138436  -2.300749e-03 0.15709012
## 4267          Kpna6     16650   11.799048  -2.301402e-03 0.15506801
## 4268          Erdr1    170942   10.161123  -2.302811e-03 0.16535688
## 4269          Fopnl      <NA>   35.564293  -2.307008e-03 0.12673901
## 4270          Ltbp4    108075    9.818290  -2.316623e-03 0.16623651
## 4271         Arfip2     76932   11.804909  -2.334994e-03 0.15564742
## 4272        Efcab14    230648   11.463236  -2.341239e-03 0.15579451
## 4273        Mettl13      <NA>   11.477957  -2.349654e-03 0.15731857
## 4274         Nfe2l2     18024   34.233792  -2.353159e-03 0.12676757
## 4275         Myeov2      <NA>  140.391805  -2.357724e-03 0.08830305
## 4276          Fam3a     66294   10.802550  -2.378700e-03 0.15779307
## 4277           Dph2     67728   10.809407  -2.395442e-03 0.15827437
## 4278         Prkaca     18747   33.224337  -2.398017e-03 0.12691100
## 4279          Cnpy2     56530   57.671568  -2.398037e-03 0.10899207
## 4280          Cops8    108679   34.890833  -2.402376e-03 0.12551406
## 4281         Glt8d1     76485    9.798702  -2.409339e-03 0.16135603
## 4282          Atrip    235610   10.462476  -2.420405e-03 0.15838878
## 4283          Smim3    106878    9.454503  -2.421936e-03 0.16562085
## 4284           Vapb     56491   11.134868  -2.423065e-03 0.15669227
## 4285           Napg    108123   10.475673  -2.424810e-03 0.15852792
## 4286           Det1     76375   10.803470  -2.424945e-03 0.15725199
## 4287          Rbm19     74111   10.800307  -2.439100e-03 0.15762706
## 4288        Elmsan1      <NA>   10.476352  -2.458573e-03 0.15872511
## 4289           Mri1     67873   10.477363  -2.462570e-03 0.15930583
## 4290         Pdik1l    230809   10.798891  -2.471345e-03 0.15739740
## 4291          Atxn2     20239   10.473596  -2.474036e-03 0.15850861
## 4292          Elmo2    140579   10.464496  -2.482088e-03 0.15841336
## 4293          Nucb2     53322   10.798079  -2.488585e-03 0.15862090
## 4294          Ddx28     71986   10.139862  -2.490323e-03 0.15901725
## 4295          Mccc2     78038   10.469920  -2.493608e-03 0.15806794
## 4296           Chd1     12648   31.588202  -2.507999e-03 0.12915076
## 4297        Lamtor5     68576   53.317246  -2.510616e-03 0.11310788
## 4298   LOC100504703      <NA>   10.129364  -2.513142e-03 0.16011213
## 4299         Nufip1     27275    9.806387  -2.517043e-03 0.16002629
## 4300          Hsh2d    209488    9.155238  -2.520205e-03 0.16404623
## 4301          Lmtk2    231876   10.138959  -2.526910e-03 0.15946317
## 4302         Ociad1     68095  116.317269  -2.528395e-03 0.08590190
## 4303          Dhx35     71715   10.469678  -2.529615e-03 0.15806742
## 4304         Fbxo45    268882   10.133943  -2.535013e-03 0.15895767
## 4305          Lamp2     16784   53.016836  -2.537388e-03 0.11248077
## 4306         Arrdc3    105171    8.142274  -2.538415e-03 0.16767729
## 4307          Dusp5    240672    7.502593  -2.544190e-03 0.17437681
## 4308          Ap5m1     74385    9.807727  -2.547403e-03 0.15983270
## 4309         Gtf2f2     68705   31.912341  -2.549252e-03 0.12836909
## 4310          Usp36     72344    9.817189  -2.560476e-03 0.16132517
## 4311          N4bp1     80750   10.139125  -2.570287e-03 0.15880206
## 4312            Htt     15194    9.803389  -2.571543e-03 0.15978899
## 4313          Tdrd7    100121   10.131549  -2.572920e-03 0.16013826
## 4314          Pusl1    433813    9.483035  -2.573012e-03 0.16188581
## 4315         Dpysl2     12934    9.469160  -2.597129e-03 0.16067462
## 4316         Snrpb2     20639   76.402727  -2.616646e-03 0.10633494
## 4317         Ccdc59     52713   32.243271  -2.634334e-03 0.12834343
## 4318            Gns     75612   31.577146  -2.646407e-03 0.12891437
## 4319        Smarcd1     83797   29.240461  -2.655148e-03 0.13315581
## 4320         Chrac1     93696   52.997705  -2.672496e-03 0.11301593
## 4321           Dctd    320685    8.490247  -2.702250e-03 0.16697423
## 4322         Gatad1     67210   29.900395  -2.704313e-03 0.13042396
## 4323         Clns1a     12729   31.251446  -2.706918e-03 0.12904959
## 4324          Dctn6     22428   29.905741  -2.723772e-03 0.12996333
## 4325         Prpf31     68988   30.901823  -2.758964e-03 0.13204525
## 4326        Filip1l     78749   42.070540  -2.760681e-03 0.12938544
## 4327          Tacc1    320165   28.920273  -2.785198e-03 0.13179009
## 4328           Ugp2    216558   29.564946  -2.789669e-03 0.13122585
## 4329         Zfp207     22680  130.483575  -2.799192e-03 0.08415466
## 4330         Nsfl1c    386649   50.667817  -2.818378e-03 0.11425526
## 4331          Taok3    330177   30.251048  -2.833476e-03 0.13040299
## 4332  B230219D22Rik     78521   28.916780  -2.856513e-03 0.13117188
## 4333          Acvr1     11477    6.465452  -2.856845e-03 0.17781266
## 4334           Clta     12757  222.628495  -2.861255e-03 0.06891159
## 4335         Man1b1    227619   28.581871  -2.865997e-03 0.13096955
## 4336           Grk6     26385  110.026500  -2.896985e-03 0.08757157
## 4337           Snw1     66354   70.134045  -2.930564e-03 0.10167630
## 4338          Ccdc9    243846   28.599381  -2.948055e-03 0.13284088
## 4339           Msl3     17692   27.578114  -2.953854e-03 0.13224905
## 4340  6430706D22Rik     78605   64.433135  -3.031730e-03 0.10944444
## 4341        Aspscr1     68938   27.589762  -3.066129e-03 0.13243266
## 4342       Ppp1r12c    232807   25.938062  -3.080383e-03 0.13521001
## 4343          Kpna1     16646   26.591263  -3.156571e-03 0.13364348
## 4344          Ccar1     67500   46.361721  -3.160558e-03 0.11540092
## 4345          Stk16     20872   23.955524  -3.188539e-03 0.13977691
## 4346         Adam17     11491   24.917024  -3.216250e-03 0.13598995
## 4347           Nek7     59125   25.582908  -3.230409e-03 0.13509166
## 4348         Ptdss1     19210   24.927630  -3.276899e-03 0.13509088
## 4349         Map2k2     26396   45.048229  -3.285189e-03 0.11725084
## 4350           Atl3    109168   25.250532  -3.291528e-03 0.13557107
## 4351         Trafd1    231712   22.945150  -3.310942e-03 0.13977576
## 4352          l7Rn6      <NA>   42.675168  -3.339375e-03 0.12203171
## 4353           Atg5     11793   23.583815  -3.340838e-03 0.13867519
## 4354          Foxo3     56484   21.956204  -3.355835e-03 0.14347525
## 4355        Timm17a     21854   41.375414  -3.358753e-03 0.12441949
## 4356         Alkbh5    268420   24.595179  -3.365087e-03 0.13556200
## 4357          Trpm7     58800   24.264384  -3.405503e-03 0.13620304
## 4358           Msh5     17687   34.113315  -3.412739e-03 0.13877802
## 4359          Pygo2     68911   22.938900  -3.420533e-03 0.13861248
## 4360        Tbc1d15     66687   24.258631  -3.431164e-03 0.13623612
## 4361           Llph     66225   23.595174  -3.436857e-03 0.13719228
## 4362           Dera    232449   41.712201  -3.443957e-03 0.11992383
## 4363          Cyth2     19158   22.275698  -3.454686e-03 0.13948673
## 4364          Dapk3     13144   22.937650  -3.482699e-03 0.13783629
## 4365           Yrdc    230734   23.274985  -3.492522e-03 0.13775757
## 4366         Mical1    171580   40.039231  -3.495831e-03 0.12249757
## 4367          Txlna    109658   41.722100  -3.497537e-03 0.12099550
## 4368  9030624J02Rik      <NA>   22.927889  -3.508448e-03 0.13781083
## 4369           Sfpq     71514  247.047997  -3.512667e-03 0.06771118
## 4370          Med15     94112   22.601673  -3.520162e-03 0.13828076
## 4371          Tusc3     80286   37.343990  -3.521355e-03 0.12936872
## 4372           Gga1    106039   21.614109  -3.551109e-03 0.14061110
## 4373          Pmpca     66865   41.359433  -3.580452e-03 0.12181616
## 4374         Ptp4a2     19244  127.590205  -3.624976e-03 0.08703275
## 4375          Tapbp     21356   81.793068  -3.680042e-03 0.11449945
## 4376          Ttc13    234875   21.938852  -3.693939e-03 0.13933506
## 4377         Trmt2a     15547   21.283423  -3.724123e-03 0.14063820
## 4378       Eif4ebp2     13688   90.727896  -3.734024e-03 0.09414002
## 4379        Dennd1c     70785   15.977044  -3.738599e-03 0.15416307
## 4380          Vps72     21427   39.044272  -3.752419e-03 0.12133394
## 4381          Rasa1    218397   20.591707  -3.774500e-03 0.14321053
## 4382           Purb     19291   38.360229  -3.775956e-03 0.12783267
## 4383           Kat8     67773   19.946791  -3.794772e-03 0.14430734
## 4384        Plekhb2    226971   20.929157  -3.794943e-03 0.14062654
## 4385           Sdf4     20318   90.390038  -3.812741e-03 0.09406654
## 4386          Fbxl3     50789   19.948675  -3.825949e-03 0.14239427
## 4387          Evi2a     14017   28.778266  -3.835721e-03 0.14417706
## 4388         Immp1l     66541   19.260783  -3.845801e-03 0.14465382
## 4389         Setd1a    233904   19.948705  -3.861330e-03 0.14315126
## 4390         Pagr1a     67278   37.713472  -3.862043e-03 0.12284662
## 4391           Esf1     66580   20.609724  -3.875445e-03 0.14109777
## 4392           Ppif    105675   37.402218  -3.885366e-03 0.12375003
## 4393        Tmem219     68742   20.268051  -3.888857e-03 0.14120075
## 4394        Hsp90b1     22027  416.531610  -3.897556e-03 0.10132378
## 4395        Tmem251    320351   18.289818  -3.918931e-03 0.14580043
## 4396          Psmg4     69666   52.873963  -3.934543e-03 0.11569651
## 4397          Flot2     14252   19.259639  -3.941814e-03 0.14449263
## 4398           Paf1     54624   36.396530  -3.944548e-03 0.12476829
## 4399           Etv6     14011   17.948094  -3.948700e-03 0.15014332
## 4400           Rce1     19671   18.937233  -3.986263e-03 0.14338174
## 4401         R3hcc1     71843   17.941565  -3.995278e-03 0.14593528
## 4402           Nom1    433864   19.944458  -3.999595e-03 0.14194849
## 4403          Pcid2    234069   19.272232  -4.053354e-03 0.14252224
## 4404         Golim4     73124   19.275262  -4.059213e-03 0.14347046
## 4405         Mrpl24     67707   70.960609  -4.086348e-03 0.10183970
## 4406          Egln1    112405   18.602463  -4.094034e-03 0.14467477
## 4407       Trappc13     66975   18.937100  -4.103660e-03 0.14338944
## 4408          Ctdp1     67655   18.612300  -4.137704e-03 0.14356322
## 4409          Usp21     30941   18.612300  -4.137704e-03 0.14356322
## 4410       Slc25a28    246696   17.959811  -4.163730e-03 0.14575154
## 4411          Srek1    218543   17.958561  -4.200445e-03 0.14549134
## 4412           Rtca     66368   35.053076  -4.220696e-03 0.12526179
## 4413           Hadh     15107   34.716694  -4.260602e-03 0.12613034
## 4414            Ipp     16351   17.269734  -4.281989e-03 0.14647760
## 4415          Tfap4     83383   16.968438  -4.287990e-03 0.14849484
## 4416          Mnat1     17420   16.940083  -4.294149e-03 0.14670913
## 4417           Rgl1     19731   57.978655  -4.298740e-03 0.12777232
## 4418         Zfp106     20402   33.746650  -4.299272e-03 0.12724414
## 4419         Cgrrf1     68755   15.953256  -4.311403e-03 0.14893904
## 4420          Copg1     54161   34.057333  -4.315133e-03 0.12632447
## 4421           Pmf1     67037  110.599594  -4.341951e-03 0.09973058
## 4422          Rab2a     59021   50.836951  -4.347565e-03 0.11377368
## 4423  0610037L13Rik      <NA>   17.282284  -4.352437e-03 0.14670216
## 4424        Lamtor3     56692   17.277914  -4.363017e-03 0.14552727
## 4425          Ube3c    100763   17.278593  -4.376027e-03 0.14580283
## 4426         Afg3l1    114896   16.947361  -4.411863e-03 0.14598133
## 4427        Sdccag3      <NA>   31.095125  -4.441795e-03 0.13107517
## 4428          Ap1s3    252903   16.617982  -4.456696e-03 0.14665008
## 4429            Sp2     78912   16.277078  -4.466819e-03 0.14765410
## 4430          Ip6k2     76500   31.741875  -4.467956e-03 0.12948342
## 4431         Ccdc43     52715   16.615150  -4.489899e-03 0.14661802
## 4432         Cacfd1    381356   15.628157  -4.493757e-03 0.14907657
## 4433          Mms19     72199   16.282171  -4.513366e-03 0.14714354
## 4434        Tmem199    195040   14.309394  -4.520752e-03 0.15355380
## 4435        Eif2s3x     26905   13.625846  -4.522227e-03 0.15617303
## 4436         Zc3h10    103284   15.625401  -4.558705e-03 0.14848899
## 4437     D8Ertd738e    101966  134.555820  -4.582569e-03 0.08372202
## 4438         Actr1a     54130   61.961282  -4.584317e-03 0.10728325
## 4439         Polr3c     74414   32.073697  -4.585946e-03 0.12751433
## 4440          Spag7    216873   48.182809  -4.618709e-03 0.11623833
## 4441         Tmsb10     19240 1214.615970  -4.642977e-03 0.11594973
## 4442          Hiat1      <NA>   31.416191  -4.645144e-03 0.12867045
## 4443          Endou     19011   10.161812  -4.652730e-03 0.18374615
## 4444          Naa60     74763   46.189989  -4.658031e-03 0.11685365
## 4445          Mrpl9     78523   47.182589  -4.666364e-03 0.11554986
## 4446        Sh3bp5l     79566   14.957546  -4.669348e-03 0.14994338
## 4447          Zrsr2     22184   14.631919  -4.673815e-03 0.15085090
## 4448         Champ1    101994   15.295376  -4.685728e-03 0.14923345
## 4449          Ermp1    226090   14.950121  -4.720946e-03 0.14969758
## 4450         Fbxo21    231670   14.622082  -4.775386e-03 0.15049499
## 4451          Serhl     68607   14.285757  -4.816220e-03 0.15085811
## 4452           Dph6     66632   14.622115  -4.821012e-03 0.15120446
## 4453           Rtp4     67775   12.820096  -4.823041e-03 0.17384445
## 4454          Zc3h4    330474   30.405278  -4.827798e-03 0.12976556
## 4455          Afap1     70292    9.308790  -4.849180e-03 0.16853236
## 4456           Suco    226551   13.302036  -4.874479e-03 0.15362497
## 4457        Slc10a7     76775   28.078206  -4.874875e-03 0.13434203
## 4458           Asun      <NA>   28.094128  -4.886632e-03 0.13330112
## 4459  D230025D16Rik      <NA>   13.961637  -4.893539e-03 0.15130801
## 4460         Fam53c     66306   14.290113  -4.897534e-03 0.15061136
## 4461         Timm22     56322   13.952041  -4.915733e-03 0.15135664
## 4462        Fam178a      <NA>   13.952720  -4.918919e-03 0.15168095
## 4463          Pde1b     18574    8.331683  -4.950655e-03 0.17296312
## 4464          Brms1    107392   29.080125  -4.953725e-03 0.13066040
## 4465          Rbms1     56878   26.744441  -4.982767e-03 0.13799467
## 4466        Caprin1     53872  144.086624  -4.988291e-03 0.08000834
## 4467           Got1     14718   26.435457  -4.989369e-03 0.13679163
## 4468         Zfp644     52397   13.626505  -5.006276e-03 0.15186055
## 4469          Actr6     67019   12.301276  -5.029099e-03 0.15564049
## 4470           Nt5m    103850   12.283094  -5.032073e-03 0.15620040
## 4471        Prpf38b     66921   81.662778  -5.061252e-03 0.10690199
## 4472        Fam168a    319604   12.287374  -5.089489e-03 0.15641339
## 4473         Gemin5    216766   12.967418  -5.094055e-03 0.15374535
## 4474          Ptcd3     69956   28.422320  -5.100766e-03 0.13206742
## 4475      D6Wsu163e     28040   12.956464  -5.116882e-03 0.15312232
## 4476         Mrps33     14548   12.290283  -5.129513e-03 0.15578915
## 4477        Supv3l1    338359   12.967583  -5.137415e-03 0.15340122
## 4478          Uchl1     22223   21.123161  -5.156099e-03 0.16891671
## 4479         Ifnar1     15975   12.625745  -5.156322e-03 0.15392148
## 4480          Hddc3     68695   11.619352  -5.168430e-03 0.15848094
## 4481       BC003331      <NA>   12.288385  -5.210356e-03 0.15582406
## 4482        Atp6v1f     66144  130.144748  -5.210537e-03 0.09363309
## 4483          Etfdh     66841   25.731898  -5.212844e-03 0.13738754
## 4484           Elf4     56501   25.767192  -5.215785e-03 0.13648024
## 4485          Prpf4     70052   12.629511  -5.236134e-03 0.15362355
## 4486         Abhd12     76192   26.742253  -5.278663e-03 0.13405801
## 4487        Hmgcll1    208982   25.745954  -5.283215e-03 0.13757391
## 4488          Aph1a    226548   11.626325  -5.299716e-03 0.15635195
## 4489        Csnk2a2     13000   12.292798  -5.303080e-03 0.15476906
## 4490            Bid     12122   36.912231  -5.327028e-03 0.12978808
## 4491        Atxn7l1    380753   10.645030  -5.328990e-03 0.15996822
## 4492           Ciz1     68379   26.103939  -5.335055e-03 0.13491854
## 4493          Hint3     66847   10.967989  -5.337059e-03 0.15883918
## 4494          Paip2     67869  246.844827  -5.369036e-03 0.08285343
## 4495        Kbtbd11     74901    7.977390  -5.372475e-03 0.17343584
## 4496            Tes     21753   51.886502  -5.385777e-03 0.13108626
## 4497           Cdk5     12568   11.967427  -5.392387e-03 0.15541169
## 4498       Tmem120a    215210   11.631507  -5.395919e-03 0.15584809
## 4499           Calu     12321   51.968861  -5.415865e-03 0.11686238
## 4500          Mapk7     23939   11.633768  -5.444043e-03 0.15570114
## 4501          Mief1    239555   11.633768  -5.444043e-03 0.15570114
## 4502           Ctu2     66965   11.635787  -5.448331e-03 0.15609811
## 4503         Prpf18     67229   25.086396  -5.456478e-03 0.13614491
## 4504          Rab35     77407   54.335839  -5.468215e-03 0.11093624
## 4505          Ercc3     13872   25.425039  -5.470756e-03 0.13484236
## 4506           Pdpr    319518   10.960323  -5.485200e-03 0.15826323
## 4507           Dvl3     13544   10.973099  -5.525838e-03 0.15803828
## 4508          Ubap1     67123   23.434620  -5.534615e-03 0.13899476
## 4509         Sec23a     20334   11.294959  -5.536908e-03 0.15654837
## 4510          Strbp     20744   10.628188  -5.538364e-03 0.15924163
## 4511         Cntrob    216846   11.296979  -5.541314e-03 0.15694035
## 4512        Ndufa13     67184   52.336878  -5.552559e-03 0.11271737
## 4513          Nup98    269966   24.750271  -5.558990e-03 0.13659486
## 4514  1190007I07Rik    544717   10.970872  -5.566809e-03 0.15853676
## 4515           Dcp2     70640   10.965581  -5.574911e-03 0.15760016
## 4516        Gm20605 100316903    9.651744  -5.591511e-03 0.16317917
## 4517          Aebp2     11569   24.432541  -5.597977e-03 0.13841856
## 4518          Krit1     79264   10.971004  -5.615549e-03 0.15725166
## 4519          Rbm22     66810   52.671139  -5.620330e-03 0.11187429
## 4520         Cfap20     14894   24.420005  -5.631014e-03 0.13778338
## 4521           Parg     26430   22.102390  -5.646891e-03 0.14120636
## 4522          Ap1ar    211556   60.160931  -5.658080e-03 0.12023338
## 4523        Tmem265 105180375    9.979599  -5.660554e-03 0.16071395
## 4524          Lnpep    240028   23.768189  -5.665184e-03 0.13724248
## 4525          Ift80     68259   10.630011  -5.665714e-03 0.15804726
## 4526         Cc2d1b    319965   24.426736  -5.673760e-03 0.13636169
## 4527           Upf1     19704   38.559260  -5.679069e-03 0.12233547
## 4528          Acads     11409   36.538770  -5.683569e-03 0.12618668
## 4529  2610002M06Rik     67028   10.296385  -5.736456e-03 0.15929606
## 4530         Scarb2     12492   23.426624  -5.745961e-03 0.13764929
## 4531           Guf1    231279   10.304474  -5.748736e-03 0.15892464
## 4532         Depdc5    277854   10.299216  -5.767623e-03 0.15887157
## 4533         Ints12     71793    9.967984  -5.781013e-03 0.15975587
## 4534         Pitpna     18738   70.335263  -5.782034e-03 0.11187034
## 4535         Mcoln1     94178   10.303058  -5.802145e-03 0.15870240
## 4536           Atf6    226641   10.304399  -5.816242e-03 0.15871843
## 4537           Iws1     73473   10.304399  -5.816242e-03 0.15871843
## 4538           Dnlz     52838   10.301401  -5.825310e-03 0.15890199
## 4539           Ddi2     68817   21.785320  -5.835126e-03 0.14148157
## 4540            Ltk     17005    9.630591  -5.835673e-03 0.16091566
## 4541         Il10ra     16154   35.310157  -5.841298e-03 0.15107439
## 4542         Abracl     73112   87.350251  -5.864553e-03 0.10056656
## 4543        Slc35c2    228875   22.441410  -5.874129e-03 0.13934045
## 4544           Smg5    229512   37.223051  -5.877663e-03 0.12371803
## 4545          Ddx31    227674    9.643292  -5.889492e-03 0.16084527
## 4546          Tmem9     66241   33.218966  -5.895283e-03 0.13098649
## 4547           Btrc     12234    9.632610  -5.897076e-03 0.16094465
## 4548        Nr2c2ap     75692   23.106633  -5.900229e-03 0.13821920
## 4549           Bcl2     12043    8.643782  -5.910636e-03 0.16481387
## 4550           Phf6     70998   22.759853  -5.914091e-03 0.13812150
## 4551           Pigo     56703    9.641469  -5.949814e-03 0.16083436
## 4552         Pinlyp    641361    6.813547  -5.968594e-03 0.19902364
## 4553           Tmf1    232286   22.107859  -5.991755e-03 0.13940511
## 4554           Rrp1     18114  136.276588  -5.999555e-03 0.08234066
## 4555           Cyba     13057  199.728753  -6.009909e-03 0.09643644
## 4556           Elf2     69257   22.427401  -6.010653e-03 0.13871688
## 4557           Pwp1    103136   22.439423  -6.012853e-03 0.13866098
## 4558          Cep97     74201    7.986696  -6.019308e-03 0.16756557
## 4559          H2-Bl     14963    6.973104  -6.020444e-03 0.17393755
## 4560          Ap4s1     11782   21.759787  -6.034408e-03 0.14036227
## 4561          Itm2b     16432  254.933365  -6.037534e-03 0.07814521
## 4562           Sde2    208768   22.438521  -6.040795e-03 0.13886271
## 4563           Ier5     15939   20.439174  -6.055563e-03 0.14590889
## 4564          Nfkb1     18033   59.808809  -6.058011e-03 0.11020453
## 4565           Bin3     57784   32.563266  -6.064694e-03 0.12993405
## 4566           Nrd1    230598   60.807901  -6.096354e-03 0.10755270
## 4567           Nol6    230082   21.449980  -6.101858e-03 0.14160860
## 4568         Ahcyl2     74340    8.307490  -6.113741e-03 0.16578781
## 4569          Uimc1     20184   20.443898  -6.160362e-03 0.14207443
## 4570          Sesn3     75747   35.396015  -6.171954e-03 0.13816385
## 4571       Epb4.1l2      <NA>   47.677604  -6.182113e-03 0.11638243
## 4572       Fam160b1      <NA>   18.130310  -6.190410e-03 0.14842130
## 4573          Dnah8     13417   36.782922  -6.192793e-03 0.15304672
## 4574        Synj2bp     24071    8.305559  -6.203652e-03 0.16491802
## 4575           Sfr1     67788   71.949259  -6.222147e-03 0.10180823
## 4576          Brpf1     78783   20.768729  -6.223521e-03 0.14172414
## 4577        Sec23ip    207352   20.771454  -6.233129e-03 0.14088536
## 4578          Mtmr9    210376   20.100420  -6.263859e-03 0.14257436
## 4579          Lin37     75660   19.456862  -6.269794e-03 0.14456012
## 4580          Iigp1     60440    9.304476  -6.277623e-03 0.19502890
## 4581          Atp9a     11981   13.431185  -6.294210e-03 0.18725794
## 4582          Mrps2    118451   21.105475  -6.297808e-03 0.14069932
## 4583           Atf2     11909   20.429648  -6.314403e-03 0.14163375
## 4584          Sart3     53890   33.558503  -6.338608e-03 0.12678330
## 4585         Sec11a     56529   93.542791  -6.347812e-03 0.09389265
## 4586        Hnrnph2     56258   45.679848  -6.376498e-03 0.11806026
## 4587        Atp13a1    170759   30.934805  -6.409061e-03 0.13249093
## 4588         Tagln2     21346  338.754107  -6.430349e-03 0.08820885
## 4589          Ube4b     63958   32.221633  -6.432910e-03 0.12989679
## 4590         Tysnd1     71767   20.109369  -6.442867e-03 0.14161900
## 4591        Tbc1d9b     76795   19.111200  -6.503620e-03 0.14380822
## 4592         Apopt1      <NA>   32.567480  -6.503931e-03 0.12883810
## 4593         Cluap1     76779   19.121489  -6.537365e-03 0.14404304
## 4594          Ddx56     52513   19.450645  -6.569401e-03 0.14350340
## 4595        Slc15a4    100561   16.460429  -6.595287e-03 0.15015198
## 4596          Vps4a    116733   31.563505  -6.625069e-03 0.12868102
## 4597          Rab1b     76308   89.854368  -6.626244e-03 0.09792642
## 4598         Rnf220     66743   31.248905  -6.640061e-03 0.12938383
## 4599           Ldb1     16825  108.266003  -6.640237e-03 0.09971328
## 4600          Phtf1     18685   18.442804  -6.652135e-03 0.14591336
## 4601          Mknk1     17346   18.119630  -6.698915e-03 0.14528020
## 4602          Ggta1     14594   50.290517  -6.722197e-03 0.13404867
## 4603          Parp9     80285   28.930634  -6.742961e-03 0.13440025
## 4604          Cox14     66379   66.978620  -6.750516e-03 0.10502237
## 4605           Dbnl     13169   86.267414  -6.765176e-03 0.10006901
## 4606        Snrnp48     67797   17.784573  -6.767469e-03 0.14584607
## 4607          Taf1b     21340   17.770064  -6.783274e-03 0.14618461
## 4608          H2-Q1     15006   19.610296  -6.798934e-03 0.15508878
## 4609          Vps51     68505   18.445363  -6.806853e-03 0.14418934
## 4610          Crls1     66586   18.441871  -6.809496e-03 0.14454326
## 4611           Nfyb     18045   29.895162  -6.809712e-03 0.13168366
## 4612           Uba3     22200   29.898717  -6.815696e-03 0.13073779
## 4613           Kxd1     75620   30.569135  -6.836138e-03 0.13014774
## 4614          Arpc3     56378  442.431585  -6.859706e-03 0.05823959
## 4615          Ttc9c     70387   18.119992  -6.860018e-03 0.14486420
## 4616          Pcsk7     18554   17.108429  -6.878454e-03 0.14674838
## 4617         Letmd1     68614   17.114563  -6.891500e-03 0.14750045
## 4618          Haus3    231123   29.242114  -6.899305e-03 0.13137793
## 4619        Exosc10     50912   42.366272  -6.910383e-03 0.11994391
## 4620          Sart1     20227   30.243674  -6.921856e-03 0.13006002
## 4621          G3bp2     23881   53.837480  -6.951347e-03 0.11350384
## 4622  9430016H08Rik      <NA>   17.440431  -6.974979e-03 0.14591320
## 4623        Ccdc88c     68339   17.457908  -6.978289e-03 0.14644903
## 4624          Zfp35     22694   16.453877  -7.070046e-03 0.14825153
## 4625          Casp2     12366   52.165620  -7.093980e-03 0.11315755
## 4626       Dync1li2    234663   16.792114  -7.097591e-03 0.14724889
## 4627         Adgre5     26364   70.699708  -7.104546e-03 0.13745232
## 4628         Actr10     56444   17.113238  -7.122057e-03 0.14633458
## 4629          Mrgbp     73247   16.461561  -7.128127e-03 0.14798410
## 4630          Ntmt1     66617   15.136936  -7.160344e-03 0.15169485
## 4631          Dhx38     64340   28.579306  -7.179008e-03 0.13173085
## 4632           Rrs1     59014   47.241930  -7.193463e-03 0.12482339
## 4633        Snora44 100217418   14.384392  -7.276402e-03 0.43235223
## 4634           Cklf     75458   23.935418  -7.281256e-03 0.14088227
## 4635           Ccnk     12454   27.571301  -7.289149e-03 0.13369515
## 4636           Usp8     84092   27.924722  -7.307901e-03 0.13245314
## 4637          Ccar2    219158   54.007189  -7.339627e-03 0.12160663
## 4638           Usb1    101985   15.792860  -7.353623e-03 0.14862917
## 4639         Zfc3h1    216345   15.131093  -7.355149e-03 0.15066570
## 4640         Cirh1a      <NA>   36.092308  -7.370298e-03 0.12913303
## 4641          Surf1     20930   26.254479  -7.375417e-03 0.13525321
## 4642           Prcc     94315   38.712056  -7.381096e-03 0.12225776
## 4643          Insl6     27356   20.962848  -7.381280e-03 0.14806961
## 4644         Galnt3     14425   10.795286  -7.427099e-03 0.16449169
## 4645          Snhg6     73824   70.830029  -7.429531e-03 0.10537897
## 4646        Snora28 100316932   33.452340  -7.446748e-03 0.43193887
## 4647          Sppl3     74585   26.577786  -7.450417e-03 0.13426710
## 4648          Actr3     74117  190.474356  -7.456053e-03 0.07808274
## 4649           Pag1     94212   26.592991  -7.457634e-03 0.15677937
## 4650           Spp1     20750   12.470872  -7.463947e-03 0.15763841
## 4651          Ubxn4     67812   26.922622  -7.485219e-03 0.13331780
## 4652         Heatr1    217995   25.611649  -7.487468e-03 0.13757983
## 4653          Cyb5b     66427   38.394750  -7.501313e-03 0.12319299
## 4654           Tmx4     52837   14.787083  -7.532078e-03 0.15041354
## 4655           Dhx9     13211  122.770069  -7.543027e-03 0.09271169
## 4656          Cep44    382010   14.788532  -7.553848e-03 0.15090750
## 4657           Ncdn     26562   14.462963  -7.578303e-03 0.15118595
## 4658          Hars2     70791   15.124914  -7.578585e-03 0.14945190
## 4659         Gimap9    317758   62.042835  -7.581208e-03 0.12839122
## 4660         Chst12     59031   10.800162  -7.586677e-03 0.16268665
## 4661  4930453N24Rik     67609   25.591577  -7.596294e-03 0.13605505
## 4662        Poldip3     73826   46.209897  -7.605210e-03 0.11902398
## 4663         Mmadhc    109129   47.859536  -7.606082e-03 0.11681547
## 4664  2810474O19Rik      <NA>   23.947670  -7.613584e-03 0.13995050
## 4665        Slc39a9    328133   14.780923  -7.614165e-03 0.15035296
## 4666          Pxmp4     59038   14.113638  -7.617570e-03 0.15229274
## 4667         Cobll1    319876   14.453201  -7.630032e-03 0.15107963
## 4668          Phf20    228829   14.785203  -7.630766e-03 0.15070298
## 4669          Plod3     26433   14.131507  -7.634812e-03 0.15219660
## 4670          Mex3b    108797   12.142504  -7.653532e-03 0.15806715
## 4671       Suv420h2      <NA>   25.917645  -7.655153e-03 0.13537355
## 4672         Gtf3c6     67371   37.067805  -7.657417e-03 0.12517821
## 4673          Abcd3     19299   14.113218  -7.676674e-03 0.15196730
## 4674          Psmg2    107047   35.732271  -7.683728e-03 0.12678758
## 4675         Pet117 100048644   12.783264  -7.705747e-03 0.15630035
## 4676          Eva1b    230752   13.467310  -7.707358e-03 0.15379745
## 4677  1600012H06Rik     67912   14.459965  -7.709285e-03 0.15068784
## 4678           Ykt6     56418   47.511522  -7.718964e-03 0.11584325
## 4679          Ubfd1     28018   14.460810  -7.720034e-03 0.15084627
## 4680         Nup214    227720   14.458384  -7.730636e-03 0.15067242
## 4681           Rela     19697   36.387532  -7.733645e-03 0.12477055
## 4682          Prdm4     72843   14.461985  -7.734009e-03 0.15086212
## 4683         Agpat6      <NA>   25.587828  -7.741489e-03 0.13518330
## 4684          Nfrkb    235134   24.932717  -7.761912e-03 0.13624373
## 4685          Cntln    338349   11.780288  -7.773672e-03 0.15988258
## 4686        Dnajc13    235567   34.369205  -7.792627e-03 0.13001707
## 4687          Haus2     66296   14.122738  -7.801979e-03 0.15134396
## 4688           Pxdn     69675   18.109441  -7.809393e-03 0.31424690
## 4689          Clic4     29876   71.894224  -7.821449e-03 0.11510195
## 4690       Tnfrsf18     21936    7.805628  -7.825290e-03 0.17586046
## 4691           Dedd     21945   14.127755  -7.844653e-03 0.15125006
## 4692         Ppp4r2    232314   14.127755  -7.844653e-03 0.15125006
## 4693           Dok1     13448   23.275730  -7.867902e-03 0.14027056
## 4694         Polr3e     26939   13.469347  -7.870458e-03 0.15365349
## 4695          Praf2     54637   12.116069  -7.914661e-03 0.15756171
## 4696      Hist3h2ba      <NA>    7.804993  -7.927475e-03 0.17422447
## 4697          Snx17    266781   66.437566  -7.944378e-03 0.10794980
## 4698         Zfp317    244713   13.460579  -7.963295e-03 0.15319760
## 4699          Med24     23989   35.056505  -7.985550e-03 0.12627755
## 4700         Malsu1     75593   23.251596  -7.990444e-03 0.13939496
## 4701       BC023829      <NA>   13.453211  -8.005140e-03 0.15260751
## 4702           Rab7     19349   87.043100  -8.032621e-03 0.09769522
## 4703          Gnpat     14712   35.057667  -8.038596e-03 0.12565598
## 4704          Rabif     98710   23.596235  -8.040672e-03 0.13778747
## 4705           Pfkp     56421   16.634304  -8.045784e-03 0.15512943
## 4706        Fam195b      <NA>   54.997356  -8.046191e-03 0.11172502
## 4707           Pcca    110821   23.263090  -8.052977e-03 0.13840318
## 4708          Tor1b     30934   13.134273  -8.063386e-03 0.15350861
## 4709          Ppme1     72590   23.596990  -8.083868e-03 0.13756974
## 4710          Senp3     80886   45.540874  -8.116348e-03 0.11719096
## 4711        Tubgcp5    233276   13.125414  -8.119469e-03 0.15309561
## 4712          Pdcl3     68833   23.595182  -8.127660e-03 0.13788645
## 4713          Nisch     64652   44.083279  -8.143888e-03 0.13186638
## 4714        Tmem218     66279   11.119900  -8.159139e-03 0.15974424
## 4715          Gpsm3    106512   78.506050  -8.198060e-03 0.13686840
## 4716           Zeb1     21417   12.122864  -8.232428e-03 0.15667656
## 4717          Rbm15    229700   11.804390  -8.242726e-03 0.15720045
## 4718         Polrmt    216151   12.462484  -8.243360e-03 0.15489702
## 4719          Ube2a     22209   42.887161  -8.252874e-03 0.12091804
## 4720         Tmem70     70397   22.921317  -8.255030e-03 0.13904090
## 4721          Snip1     76793   22.602346  -8.301513e-03 0.13903271
## 4722        Thumpd3     14911   33.739342  -8.303996e-03 0.12741728
## 4723          Frmd8     67457   32.060899  -8.351911e-03 0.12974449
## 4724          Caap1     67770   12.129760  -8.360187e-03 0.15548119
## 4725          Uqcc1     56046   12.459653  -8.366340e-03 0.15449980
## 4726          Sugp2    234373   11.801136  -8.371607e-03 0.15667237
## 4727          Rfxap    170767   11.797022  -8.386223e-03 0.15620698
## 4728          Atg2a    329015   11.142272  -8.389775e-03 0.15863738
## 4729        Tmem131     56030   22.598174  -8.397804e-03 0.13852823
## 4730           Hhex     15242   56.510519  -8.403928e-03 0.12117120
## 4731  2210013O21Rik      <NA>   29.732972  -8.405108e-03 0.13550029
## 4732         Ccdc66    320234   10.798598  -8.461611e-03 0.15931259
## 4733         Gtf3c4    269252   11.801981  -8.470988e-03 0.15643562
## 4734          Noc3l     57753   11.473613  -8.496318e-03 0.15771627
## 4735        Rapgef1    107746   31.745304  -8.500154e-03 0.12962622
## 4736          Cep70     68121   10.473076  -8.506045e-03 0.16071659
## 4737        Tmem165     21982   32.399061  -8.515668e-03 0.12795946
## 4738           Glrx     93692   31.728869  -8.540864e-03 0.12962163
## 4739        Ankrd10    102334   51.369482  -8.544867e-03 0.11593590
## 4740         Tada2b    231151   11.463471  -8.547816e-03 0.15680643
## 4741          Adnp2    240442   11.130492  -8.548846e-03 0.15784713
## 4742        Ccdc137     67291   11.142215  -8.582485e-03 0.15830676
## 4743        Slc35a2     22232   11.135674  -8.592953e-03 0.15776244
## 4744         Bhlhb9     70237   20.589440  -8.593119e-03 0.14332038
## 4745           Xpo1    103573   71.263345  -8.619517e-03 0.10511762
## 4746         Spryd4     66701   11.467072  -8.621137e-03 0.15668220
## 4747          Ncoa3     17979   18.622478  -8.646830e-03 0.14769399
## 4748          Ints2     70422   11.138373  -8.654493e-03 0.15797616
## 4749         Hspa13    110920   11.126079  -8.659417e-03 0.15762453
## 4750        Rabggta     56187   10.476587  -8.722675e-03 0.15988012
## 4751      Uhrf1bp1l     75089   10.801958  -8.737226e-03 0.15851734
## 4752          Adck5    268822   10.478772  -8.738303e-03 0.16007484
## 4753          Asb13    142688   10.474326  -8.747085e-03 0.15966779
## 4754          Casc3    192160   30.424118  -8.748288e-03 0.13125353
## 4755          Kti12    100087   39.904213  -8.756008e-03 0.12355219
## 4756          Pbdc1     67683   26.084565  -8.777030e-03 0.14127750
## 4757         Siah1a     20437   10.807065  -8.780947e-03 0.15858035
## 4758          Scyl1     78891   20.275214  -8.790622e-03 0.14233189
## 4759          Cetn2     26370   40.201398  -8.809190e-03 0.12309211
## 4760            Max     17187   67.682207  -8.829184e-03 0.10927324
## 4761          Vps18    228545   10.472745  -8.829950e-03 0.15941990
## 4762         Polr3f     70408   10.799489  -8.849627e-03 0.15870487
## 4763          Uqcc3    107197   48.044810  -8.855944e-03 0.11887156
## 4764           Mtg2     52856   10.799126  -8.877075e-03 0.15810118
## 4765           Pon3    269823   19.259271  -8.892492e-03 0.14462850
## 4766      C1galt1c1     59048   10.798885  -8.913638e-03 0.15810547
## 4767          Qrsl1     76563   10.798885  -8.913638e-03 0.15810547
## 4768         Zfp445    235682   30.418214  -8.928244e-03 0.13047973
## 4769         Supt7l     72195   10.801146  -8.934739e-03 0.15813370
## 4770          Cspp1    211660   10.472008  -8.948686e-03 0.15921846
## 4771          Med30     69790   40.210091  -8.959480e-03 0.12193426
## 4772         Hmgxb3    106894   10.139194  -9.044535e-03 0.15997483
## 4773       Arhgap12     75415   10.468332  -9.047418e-03 0.15879019
## 4774          Cebpg     12611   19.609694  -9.068354e-03 0.14281740
## 4775         Snapc1     75627   10.137703  -9.100885e-03 0.15997034
## 4776         Slc7a6    330836   26.768447  -9.105166e-03 0.13759845
## 4777           Relb     19698    9.147713  -9.122289e-03 0.16381523
## 4778       Atp6v0d1     11972   48.005419  -9.134026e-03 0.11665950
## 4779        Smarca2     67155   19.608037  -9.139837e-03 0.14267979
## 4780         Chmp1a    234852   28.746822  -9.200363e-03 0.13226619
## 4781        Tmem260    218989    8.145447  -9.236168e-03 0.16780919
## 4782       AI597479     98404    9.804723  -9.244989e-03 0.16059911
## 4783        Csnk1g1    214897    9.807588  -9.248662e-03 0.16102958
## 4784        Ankrd16    320816    8.818005  -9.250429e-03 0.16493854
## 4785           Taf2    319944   18.619813  -9.257963e-03 0.14487999
## 4786        Rhobtb2    246710   13.309184  -9.259667e-03 0.15922883
## 4787         Fam69b      <NA>   12.816793  -9.272925e-03 0.17114653
## 4788         Sdhaf3     71238   17.288019  -9.285934e-03 0.14858644
## 4789         Qtrtd1      <NA>    9.149237  -9.297725e-03 0.16353303
## 4790         Zc3h13     67302   17.947420  -9.311888e-03 0.14612857
## 4791  2410004B18Rik     66421   18.285417  -9.328707e-03 0.14538226
## 4792          Herc3     73998    9.467496  -9.329306e-03 0.16172436
## 4793           Syf2     68592   82.252308  -9.342167e-03 0.10197862
## 4794          Gdap2     14547    9.136098  -9.363720e-03 0.16278106
## 4795         Gtf2h2     23894   18.605125  -9.372617e-03 0.14449211
## 4796          Lta4h     16993   55.467553  -9.376402e-03 0.11413520
## 4797          Rbm42     68035   45.684206  -9.392883e-03 0.11914191
## 4798          Ccdc6     76551   18.616740  -9.402406e-03 0.14447808
## 4799           Emc3     66087   37.213474  -9.404522e-03 0.12441416
## 4800           Cutc     66388    9.134384  -9.410745e-03 0.16329226
## 4801        Dennd5a     19347   25.740211  -9.427965e-03 0.13929454
## 4802           Bfar     67118   18.285341  -9.437646e-03 0.14500657
## 4803         Fam63b      <NA>   17.608023  -9.447929e-03 0.14651292
## 4804          Ints8     72656   25.754034  -9.448142e-03 0.13713212
## 4805         R3hdm4    109284   45.362434  -9.456316e-03 0.11947485
## 4806        Twistnb      <NA>   17.955558  -9.463098e-03 0.14608151
## 4807        Rps6kb1     72508   18.283926  -9.482945e-03 0.14486498
## 4808          Fancg     60534    9.138118  -9.486618e-03 0.16258590
## 4809           Tut1     70044   17.296305  -9.492547e-03 0.14795494
## 4810           Agps    228061   18.278007  -9.505582e-03 0.14492498
## 4811           Trio    223435    9.281311  -9.519840e-03 0.17458766
## 4812          Glod4     67201   25.403720  -9.533713e-03 0.13929383
## 4813          Cxcr4     12767  110.998521  -9.537537e-03 0.10797973
## 4814  4930503L19Rik    269033    8.799626  -9.549104e-03 0.16369362
## 4815        Gabarap     56486  145.381552  -9.561701e-03 0.08878836
## 4816         Rwdd4a    192174   17.946038  -9.562289e-03 0.14561694
## 4817          Med12     59024   17.291180  -9.588842e-03 0.14700588
## 4818            Gsn    227753   17.139710  -9.592529e-03 0.15662783
## 4819           Ltn1     78913   17.270407  -9.601090e-03 0.14727696
## 4820         Anapc2     99152   45.683742  -9.603428e-03 0.11796044
## 4821          Traf2     22030   16.939987  -9.604159e-03 0.14759205
## 4822        Rnaseh1     19819   17.289193  -9.608971e-03 0.14722833
## 4823            Ado    211488    8.810429  -9.656793e-03 0.16382993
## 4824          Kif5b     16573   46.021319  -9.667037e-03 0.11687728
## 4825        Nckap1l    105855  115.692225  -9.675625e-03 0.10028215
## 4826         March6      <NA>   25.765091  -9.678391e-03 0.13641699
## 4827         Scaf11     72193   43.703780  -9.726277e-03 0.12130537
## 4828           Wdr1     22388   95.867615  -9.728804e-03 0.09617589
## 4829         Plagl2     54711   15.959701  -9.750290e-03 0.14993118
## 4830         Larp4b    217980   26.752612  -9.753548e-03 0.13435185
## 4831           Lyl1     17095  160.382510  -9.754313e-03 0.09224570
## 4832         Man2b2     17160   16.945169  -9.758541e-03 0.14701505
## 4833          Wdr91    101240   16.292001  -9.780126e-03 0.14881939
## 4834         Rnf166     68718   16.950110  -9.825773e-03 0.14695330
## 4835           Ubtf     21429   63.324813  -9.825892e-03 0.10706079
## 4836         Atg101     68118   43.055076  -9.830628e-03 0.12265471
## 4837        Mir6388 102465205  426.614632  -9.853601e-03 0.43377527
## 4838           Cby1     73739   25.080272  -9.866187e-03 0.13696029
## 4839       Hnrnpul2     68693   71.775106  -9.871667e-03 0.10288443
## 4840           Clk2     12748   22.119842  -9.877193e-03 0.14394552
## 4841        Fam175b      <NA>   16.616394  -9.888136e-03 0.14774982
## 4842          Rbm33    381626   16.295469  -9.933930e-03 0.14888881
## 4843           Tdp2     56196   34.881376  -9.936896e-03 0.12675492
## 4844         Dynll2     68097   51.481945  -9.939678e-03 0.11763622
## 4845          Rbm45    241490   34.892040  -9.939908e-03 0.12628264
## 4846        Arfgap2     77038   35.220846  -9.950140e-03 0.12556617
## 4847        Tubgcp4     51885   16.280329  -9.967876e-03 0.14834489
## 4848          Foxp4     74123   32.244928  -9.978550e-03 0.13144195
## 4849         Map2k4     26398   16.613563  -9.995373e-03 0.14743225
## 4850           Phax     56698   25.753343  -9.997194e-03 0.13510515
## 4851         Dcaf15    212123   25.097749  -1.000133e-02 0.13664666
## 4852          Chmp7    105513   23.430775  -1.003291e-02 0.14013114
## 4853         Commd7     99311   15.954608  -1.003904e-02 0.14879268
## 4854         Sec23b     27054   34.227662  -1.004349e-02 0.12672511
## 4855         Ptpn12     19248   25.091392  -1.006322e-02 0.13614264
## 4856          Rhot1     59040   16.282273  -1.006942e-02 0.14828876
## 4857          Rab29    226422   16.281669  -1.007074e-02 0.14798151
## 4858          Ncstn     59287   33.882693  -1.011213e-02 0.12754171
## 4859           Tyw1    100929   15.622474  -1.012298e-02 0.14946319
## 4860         Dnajc3 100037258   32.224877  -1.012706e-02 0.13033798
## 4861         Ppp3r1     19058   51.835546  -1.017729e-02 0.11479044
## 4862          Pdia4     12304   82.772368  -1.019222e-02 0.10445545
## 4863           Taf6     21343   23.747981  -1.020010e-02 0.13874892
## 4864        Ppp2r5e     26932   24.418278  -1.021808e-02 0.13719569
## 4865          Rbm27    225432   15.626844  -1.022295e-02 0.14951245
## 4866         Cabin1    104248   24.437412  -1.024188e-02 0.13726422
## 4867           Gnl2    230737   32.922476  -1.024419e-02 0.12968075
## 4868         Tmbim4     68212   48.538680  -1.025371e-02 0.11871776
## 4869          Dido1     23856   23.442423  -1.026036e-02 0.13968427
## 4870          Larp4    207214   15.296125  -1.027896e-02 0.15024406
## 4871           Nemf     66244   24.100336  -1.028466e-02 0.13768051
## 4872          Herc4     67345   30.603490  -1.030142e-02 0.13386999
## 4873       Aldh18a1     56454   30.919059  -1.032521e-02 0.13385670
## 4874       Cdc42se2     72729   49.509124  -1.033294e-02 0.11911344
## 4875          Rsph9     75564    9.949852  -1.033790e-02 0.16732141
## 4876        Fam193b    212483   21.789340  -1.033920e-02 0.14341583
## 4877          Wdr37    207615   14.950534  -1.037365e-02 0.15071794
## 4878          Terf1     21749   14.950280  -1.039295e-02 0.15061859
## 4879          Tex10    269536   24.093662  -1.040373e-02 0.13718357
## 4880        Gpalpp1     67467   15.287266  -1.041376e-02 0.14960854
## 4881          Rbm34     52202   15.288111  -1.041650e-02 0.14975868
## 4882          Prpf6     68879   32.570495  -1.041789e-02 0.12838770
## 4883          Pex19     19298   23.751615  -1.042288e-02 0.13835868
## 4884          Strn4     97387   31.918387  -1.049983e-02 0.13044046
## 4885         Bcl2l1     12048   39.063187  -1.050127e-02 0.12658553
## 4886       Slc39a11     69806   13.967072  -1.050407e-02 0.15336711
## 4887           Nus1     52014   23.437497  -1.050652e-02 0.13850537
## 4888         Polr1b     20017   12.315767  -1.051126e-02 0.15896552
## 4889         Setdb1     84505   23.105691  -1.051413e-02 0.13924209
## 4890        Tax1bp1     52440   73.940130  -1.052773e-02 0.10346272
## 4891         Polr3d     67065   13.637014  -1.052806e-02 0.15417152
## 4892          Ddx3x     13205  131.581910  -1.053298e-02 0.08961434
## 4893          Tpgs1    110012   23.094979  -1.053921e-02 0.13875094
## 4894         Zfp395    380912   13.280189  -1.055127e-02 0.15554092
## 4895          Snx19    102607   14.618641  -1.057170e-02 0.15089050
## 4896          Hdac3     15183   49.849013  -1.057288e-02 0.11440096
## 4897         Rbm15b    109095   31.242453  -1.057839e-02 0.13065406
## 4898          Ttc37    218343   14.298966  -1.060424e-02 0.15208262
## 4899          Jagn1     67767   30.581842  -1.060579e-02 0.13183493
## 4900         Appbp2     66884   23.090343  -1.063456e-02 0.13893129
## 4901          Sf3b3    101943   99.046126  -1.064100e-02 0.09476058
## 4902         Mospd1     70380   14.285015  -1.065248e-02 0.15182673
## 4903          Rpap1     68925   14.285528  -1.065389e-02 0.15199206
## 4904          Crip1     12925 1753.133411  -1.067024e-02 0.11935029
## 4905           Pdhb     68263   78.420147  -1.067676e-02 0.10420676
## 4906           Asb8     78541   13.959973  -1.069021e-02 0.15266962
## 4907          Tgtp1     21822    4.649733  -1.069484e-02 0.21750840
## 4908         Hectd3     76608   14.293029  -1.070459e-02 0.15159602
## 4909        Unc119b    106840   27.578779  -1.072837e-02 0.13824234
## 4910        Bloc1s6     18457   14.288450  -1.072924e-02 0.15170736
## 4911          Nrde2    217827   13.619659  -1.075540e-02 0.15355976
## 4912        Ankrd27    245886   13.964736  -1.076124e-02 0.15247998
## 4913          Ehmt1     77683   22.110114  -1.078526e-02 0.14048376
## 4914         Prkcsh     19089   85.900565  -1.079069e-02 0.10226069
## 4915          Matr3     17184   88.194971  -1.080364e-02 0.10093863
## 4916        Akirin2    433693   55.994288  -1.083430e-02 0.11156210
## 4917          Whamm    434204   12.634159  -1.086210e-02 0.15601282
## 4918          Fkbp3     30795  142.867264  -1.087361e-02 0.08391230
## 4919           Poll     56626   12.966566  -1.088040e-02 0.15512913
## 4920          Igsf8    140559   29.896299  -1.092873e-02 0.13194202
## 4921          Asf1a     66403   28.567578  -1.093152e-02 0.13492633
## 4922          Ntpcr     66566   13.297527  -1.095274e-02 0.15372895
## 4923           Pura     19290   11.291989  -1.095671e-02 0.16121767
## 4924  4930579G24Rik     75939   12.281672  -1.097527e-02 0.15707006
## 4925         Ndufs4     17993   52.319772  -1.098400e-02 0.11850191
## 4926         Dgcr14      <NA>   13.625083  -1.099572e-02 0.15268720
## 4927           Preb     50907   13.298206  -1.100389e-02 0.15371381
## 4928          Pi4kb    107650   21.431214  -1.100840e-02 0.14100929
## 4929            Acd    497652   29.900489  -1.101262e-02 0.13170525
## 4930          Fhod1    234686   12.966071  -1.101933e-02 0.15476287
## 4931         Trim44     80985   37.411370  -1.105516e-02 0.12675251
## 4932           Dvl2     13543   12.953294  -1.105548e-02 0.15462717
## 4933  4833420G17Rik     67392   28.271119  -1.105551e-02 0.13535256
## 4934            Ak3     56248   37.729819  -1.105830e-02 0.12470010
## 4935        Trmt61a    328162   11.976959  -1.106202e-02 0.15839328
## 4936           Rnf6     74132   21.773490  -1.106270e-02 0.14045210
## 4937       Slc25a51    230125   27.591871  -1.107211e-02 0.13640163
## 4938         Zfp335    329559   12.963810  -1.109177e-02 0.15443429
## 4939          Lman2     66890   54.997896  -1.111186e-02 0.11147829
## 4940           Bphl     68021   14.767986  -1.112054e-02 0.15735544
## 4941          Crtc2     74343   19.453165  -1.112094e-02 0.14555340
## 4942         Samd4b    233033   13.292948  -1.112172e-02 0.15335478
## 4943         Pdxdc1     94184   20.761312  -1.113998e-02 0.14289687
## 4944          Eral1     57837   13.291532  -1.114291e-02 0.15334325
## 4945          Egln2    112406   28.920185  -1.114484e-02 0.13318275
## 4946         Gtf2h1     14884   29.914772  -1.114999e-02 0.13102448
## 4947         Srd5a3     57357   11.968969  -1.115970e-02 0.15729204
## 4948          Acbd3    170760   28.913758  -1.118033e-02 0.13309471
## 4949         Dnajb1     81489   35.737668  -1.118370e-02 0.12835979
## 4950  2900097C17Rik      <NA>   12.962153  -1.119580e-02 0.15427058
## 4951        Gm17066      <NA>   11.644036  -1.122025e-02 0.15854967
## 4952           Stam     20844   12.625738  -1.122760e-02 0.15499334
## 4953           Msl2     77853   45.858432  -1.127047e-02 0.11744424
## 4954           Fiz1     23877   20.765287  -1.128711e-02 0.14180600
## 4955          Nelfb     58202   45.855435  -1.129670e-02 0.11739952
## 4956         Nbeal2    235627   12.302628  -1.130042e-02 0.15599488
## 4957          Srp72     66661   54.345878  -1.130269e-02 0.11246413
## 4958          Cox19     68033   27.246024  -1.139044e-02 0.13537632
## 4959          Dhx29    218629   12.630184  -1.139860e-02 0.15473102
## 4960          Susd6    217684   11.970342  -1.143632e-02 0.15694473
## 4961        Tmem134     66990   40.548241  -1.144605e-02 0.12728923
## 4962           Hgh1     59053   18.463392  -1.145176e-02 0.14744807
## 4963        Dcun1d1    114893   12.298711  -1.145341e-02 0.15560078
## 4964        Rasgrp2     19395  228.387103  -1.149264e-02 0.08497243
## 4965           Zzz3    108946   12.299390  -1.149630e-02 0.15561812
## 4966        Gripap1     54645   19.119044  -1.150506e-02 0.14524337
## 4967           Phc2     54383   44.196503  -1.150514e-02 0.11953004
## 4968          Mtmr4    170749   19.115367  -1.150927e-02 0.14519755
## 4969          Mark3     17169   36.716258  -1.152360e-02 0.12486596
## 4970          Pdia3     14827  244.253190  -1.152420e-02 0.08124135
## 4971        Bloc1s1     14533   76.587872  -1.153209e-02 0.11072666
## 4972         Dusp12     80915   12.294373  -1.153789e-02 0.15540688
## 4973          Zbed6    667118   11.311090  -1.154692e-02 0.15906360
## 4974           Psap     19156  271.841126  -1.156989e-02 0.08181772
## 4975           Tmc6    217353   99.977847  -1.158526e-02 0.11115657
## 4976          Smad3     17127   41.506868  -1.162053e-02 0.12485744
## 4977         Tsg101     22088   28.246594  -1.162797e-02 0.13286068
## 4978       Slc4a1ap     20534   19.779248  -1.163224e-02 0.14329473
## 4979         Polr2g     67710   75.119693  -1.163301e-02 0.10211761
## 4980          Foxk1     17425   11.636702  -1.164640e-02 0.15743640
## 4981        Wdr83os    414077   42.850662  -1.165127e-02 0.12271159
## 4982          Rars2    109093   19.771158  -1.165817e-02 0.14334715
## 4983        Zscan26    432731   11.962238  -1.166345e-02 0.15618433
## 4984         Ndufb3     66495  110.132255  -1.166384e-02 0.09665464
## 4985         Polr3a    218832   10.972489  -1.166493e-02 0.15945849
## 4986         Cfap97     66756   11.963578  -1.167446e-02 0.15620191
## 4987           Pim2     18715    9.314885  -1.168024e-02 0.16582249
## 4988  2410002F23Rik    668661   27.797887  -1.169114e-02 0.14331224
## 4989           Coa5     76178   35.060550  -1.169611e-02 0.12705748
## 4990          Cnot6    104625   49.988636  -1.170085e-02 0.11899713
## 4991         Gtf3c3     98488   11.628446  -1.171031e-02 0.15740055
## 4992       Trp53rka    381406   11.303133  -1.171775e-02 0.15823721
## 4993          Slfn2     20556   23.968266  -1.175838e-02 0.15548798
## 4994          Smad5     17129   19.108063  -1.175988e-02 0.14484442
## 4995           Nol9     74035   24.288344  -1.176535e-02 0.14158735
## 4996          Plcg2    234779   96.390948  -1.177894e-02 0.10588028
## 4997           Rif1     51869   19.101706  -1.178275e-02 0.14462389
## 4998          Exoc5    105504   25.913827  -1.179885e-02 0.13697449
## 4999         Lysmd3     80289   10.632355  -1.180146e-02 0.16056914
## 5000        Pcdhgc3     93706   18.943110  -1.181285e-02 0.15253771
## 5001          Ripk3     56532   31.415198  -1.185002e-02 0.13382355
## 5002  E430025E21Rik      <NA>   26.241727  -1.185270e-02 0.13624171
## 5003         Scamp4     56214   25.605012  -1.188288e-02 0.13773121
## 5004       Trappc6a     67091   30.755262  -1.188631e-02 0.13499482
## 5005          Derl1     67819   39.560572  -1.188719e-02 0.12630598
## 5006          Ube3b    117146   26.913756  -1.188757e-02 0.13434995
## 5007          Dctn1     13191   34.715100  -1.189195e-02 0.12746580
## 5008           Chuk     12675   19.109811  -1.189863e-02 0.14425300
## 5009          Pptc7    320717   10.643880  -1.190839e-02 0.16025104
## 5010          Smad4     17128   34.722212  -1.192416e-02 0.12748689
## 5011         Fam73a      <NA>   11.295632  -1.193011e-02 0.15780714
## 5012          Thop1     50492   18.125923  -1.194443e-02 0.14673557
## 5013       BC029722    613262   25.573738  -1.194963e-02 0.13800614
## 5014          Zbtb1    268564   17.792264  -1.196074e-02 0.14731472
## 5015          Psme4    103554   25.920530  -1.196577e-02 0.13657898
## 5016          Pmpcb     73078   41.854523  -1.198353e-02 0.12165549
## 5017          Itgav     16410    9.295154  -1.199220e-02 0.16575642
## 5018          Smpd2     20598    9.639037  -1.199996e-02 0.16391556
## 5019           Cbr1     12408   11.800661  -1.201816e-02 0.16408642
## 5020        Fam120b     67544   10.307465  -1.202858e-02 0.16092107
## 5021          Nol11     68979   26.590348  -1.203121e-02 0.13514028
## 5022         Slc7a7     20540   29.402726  -1.203635e-02 0.14953670
## 5023        Ccdc28b     66264   23.912137  -1.205100e-02 0.14037549
## 5024         Dusp22    105352   10.636361  -1.205174e-02 0.15979212
## 5025          Dhcr7     13360   18.112214  -1.205537e-02 0.14615844
## 5026           Nkap     67050   10.963663  -1.205545e-02 0.15867424
## 5027          Stx18     71116   10.964400  -1.205883e-02 0.15846148
## 5028          Naa15     74838   41.547341  -1.206216e-02 0.12303735
## 5029        Fam122a     68034   10.306819  -1.206619e-02 0.16111850
## 5030        Ankrd46     68839   17.437833  -1.208391e-02 0.14780127
## 5031         Trim35     66854   47.694384  -1.208899e-02 0.11924488
## 5032           Nbr1     17966   25.931979  -1.210370e-02 0.13607812
## 5033          Tbpl1    237336   18.108371  -1.213485e-02 0.14585747
## 5034          Ddx52     78394   25.914038  -1.215044e-02 0.13603347
## 5035           Tefm     68550   10.637448  -1.217505e-02 0.15946873
## 5036          Galk2     69976   18.108447  -1.217890e-02 0.14559669
## 5037          Cox15    226139   10.634209  -1.219857e-02 0.15963406
## 5038        Zkscan6     52712   10.304634  -1.220854e-02 0.16052836
## 5039          Ap5s1     69596    9.637349  -1.221775e-02 0.16309102
## 5040           Emp1     13730  147.899671  -1.222442e-02 0.14068393
## 5041          Hyls1     76832   17.106799  -1.224671e-02 0.14841761
## 5042           Uba6    231380   10.632869  -1.225015e-02 0.15943850
## 5043          Paip1    218693   17.781087  -1.225016e-02 0.14648130
## 5044          Ercc2     13871   17.453531  -1.225697e-02 0.14722158
## 5045          Thap3     69876   17.453531  -1.225697e-02 0.14722158
## 5046          Dot1l    208266   17.786511  -1.226654e-02 0.14638470
## 5047          Dcaf4     73828   10.635866  -1.227258e-02 0.15925678
## 5048           Mavs    228607   20.294235  -1.228124e-02 0.14838438
## 5049           Dpp8     74388   55.473282  -1.228505e-02 0.11361668
## 5050        Dync1i2     13427   62.650682  -1.229267e-02 0.10943226
## 5051         Dcaf17     75763    9.967108  -1.229857e-02 0.16210793
## 5052          Agap2    216439   16.457350  -1.230265e-02 0.14956396
## 5053           Raf1    110157   40.867576  -1.230456e-02 0.12221473
## 5054         Pik3r5    320207    7.988546  -1.231248e-02 0.17087724
## 5055          Zfp81    224694   16.120364  -1.232666e-02 0.15035917
## 5056        Tbc1d13     70296   16.786322  -1.233312e-02 0.14863699
## 5057          Elac2     68626   17.783514  -1.234680e-02 0.14622630
## 5058          Wdr13     73447    9.645381  -1.235043e-02 0.16292717
## 5059          Pole4     66979   40.540744  -1.235639e-02 0.12204753
## 5060           Pex2     19302   17.108951  -1.235672e-02 0.14780527
## 5061          Soat1     20652   15.460432  -1.236383e-02 0.15209736
## 5062       Mphosph8     75339   24.255486  -1.239013e-02 0.13852314
## 5063          Dzip3    224170    9.626926  -1.241892e-02 0.16275084
## 5064         Pdcd11     18572   16.461498  -1.242294e-02 0.14987780
## 5065        Serinc3     26943  927.040492  -1.243188e-02 0.06460221
## 5066         Ctnnd1     12388   15.930411  -1.243358e-02 0.17128380
## 5067          Cox10     70383   10.300055  -1.243851e-02 0.16007234
## 5068        Pip4k2b    108083   28.079070  -1.243862e-02 0.13947342
## 5069           Phf1     21652    8.981093  -1.244235e-02 0.16534003
## 5070          Cwc22     80744   17.447461  -1.245071e-02 0.14690544
## 5071            Aip     11632   51.169317  -1.245318e-02 0.12023513
## 5072          Mllt3     70122    8.636093  -1.245923e-02 0.16680569
## 5073           Plaa     18786   17.445442  -1.247831e-02 0.14662023
## 5074          Rdh11     17252   24.261254  -1.253655e-02 0.13801391
## 5075           Mrs2    380836   17.112628  -1.253983e-02 0.14723089
## 5076          Ppp5c     19060   68.495695  -1.254816e-02 0.10877928
## 5077          Apool     68117   31.722449  -1.255231e-02 0.13085994
## 5078          Med31     67279    9.630769  -1.256676e-02 0.16236961
## 5079           Cd55     13136   19.472681  -1.256835e-02 0.15599086
## 5080         Rhbdd1     76867    9.632033  -1.257119e-02 0.16251254
## 5081          Gmpr2    105446   31.402949  -1.259078e-02 0.13062807
## 5082         Tmem19     67226    9.969260  -1.260035e-02 0.16102156
## 5083          Rcor1    217864   24.261012  -1.262034e-02 0.13778954
## 5084          Fastk     66587   24.270550  -1.262344e-02 0.13803124
## 5085          Mis12     67139   23.914869  -1.266512e-02 0.13873438
## 5086         Rmnd5a     68477   31.397573  -1.271152e-02 0.13078855
## 5087          Usp16     74112   23.934980  -1.271533e-02 0.13836631
## 5088         Mllt10     17354   24.263711  -1.271564e-02 0.13775544
## 5089          Trabd     67976   33.590648  -1.273509e-02 0.13424505
## 5090           Pigk    329777    9.297638  -1.274008e-02 0.16340807
## 5091          Tpd52     21985   43.680054  -1.274406e-02 0.12499122
## 5092          Vps45     22365    9.300876  -1.274737e-02 0.16315734
## 5093           Mtg1    212508    9.311755  -1.275285e-02 0.16343246
## 5094  A630001G21Rik    319997   28.420736  -1.276082e-02 0.13656678
## 5095           Prcp     72461   23.929240  -1.277963e-02 0.13837246
## 5096       Zmpste24    230709   31.396010  -1.279449e-02 0.13071551
## 5097          Pias1     56469   23.586468  -1.280360e-02 0.13871620
## 5098          Fcrl1    229499   39.456117  -1.281814e-02 0.16186159
## 5099          Spopl     76857    9.304553  -1.282692e-02 0.16297437
## 5100          Ercc1     13870    9.302971  -1.285421e-02 0.16296542
## 5101           Tgs1    116940   16.125007  -1.286933e-02 0.14928430
## 5102        Dennd6a    211922   15.781828  -1.289390e-02 0.14992203
## 5103           Idh2    269951   88.237975  -1.289655e-02 0.10062539
## 5104          Hdhd2     76987   15.787705  -1.290553e-02 0.15027658
## 5105           Ldah     68832   23.256443  -1.293870e-02 0.13934197
## 5106          Taf13     99730   14.793180  -1.296010e-02 0.15260819
## 5107         Zfp219     69890   13.794000  -1.296166e-02 0.15537155
## 5108        Ppp2r2d     52432   30.393891  -1.296676e-02 0.13179257
## 5109           Parn     74108   16.119749  -1.297501e-02 0.14899225
## 5110         Akap10     56697   15.461640  -1.299380e-02 0.15068470
## 5111         Neurl4    216860   15.130000  -1.301414e-02 0.15153753
## 5112          Haus7     73738   15.781994  -1.303727e-02 0.14948503
## 5113            Nvl     67459   22.940445  -1.306456e-02 0.13997951
## 5114            Zyx     22793   13.625825  -1.307343e-02 0.16245703
## 5115          Med27     68975   22.261710  -1.307998e-02 0.14140279
## 5116          Parvg     64099  118.210630  -1.310678e-02 0.11281154
## 5117           Yaf2     67057   21.928112  -1.311894e-02 0.14154878
## 5118         Rassf3    192678   45.028161  -1.312897e-02 0.11899884
## 5119           Colq    382864   18.810619  -1.315208e-02 0.18238514
## 5120          Ash2l     23808   30.407843  -1.318411e-02 0.13086876
## 5121          Coasy     71743   15.454121  -1.319179e-02 0.15005857
## 5122         Diablo     66593   21.933956  -1.319668e-02 0.14125166
## 5123         Trim56    384309   14.463726  -1.319714e-02 0.15303887
## 5124          Ripk1     19766   15.121307  -1.320807e-02 0.15088356
## 5125         Cryzl1     66609   14.792094  -1.322457e-02 0.15183518
## 5126          Trnt1     70047   28.762864  -1.323757e-02 0.13458644
## 5127          Qser1     99003   14.449220  -1.324413e-02 0.15317400
## 5128          H2-Q9    110558    7.811213  -1.324511e-02 0.17898018
## 5129          Birc6     12211   36.077494  -1.325401e-02 0.13472232
## 5130          Ikbkb     16150   33.262737  -1.328622e-02 0.13313621
## 5131           Acly    104112   79.453663  -1.333101e-02 0.10171029
## 5132         Lmbrd1     68421   13.121037  -1.333450e-02 0.15638564
## 5133          Rogdi     66049   12.142142  -1.335860e-02 0.16025157
## 5134          Itga4     16401   62.866919  -1.337288e-02 0.12552538
## 5135         Ccdc53      <NA>   21.930013  -1.338742e-02 0.14140893
## 5136          Cirbp     12696   45.647906  -1.341514e-02 0.13354848
## 5137          Btbd1     83962   21.925884  -1.342008e-02 0.14082961
## 5138          Crlf3     54394   83.607778  -1.342127e-02 0.10167203
## 5139           Copa     12847   78.075266  -1.346014e-02 0.10176366
## 5140        Fam134c      <NA>   42.381213  -1.347995e-02 0.12204048
## 5141          Rsrc1     66880   21.929410  -1.348474e-02 0.14082867
## 5142          Hjurp    381280   14.112234  -1.349592e-02 0.15343695
## 5143           Rp2h      <NA>   19.615848  -1.351888e-02 0.14605741
## 5144         Elavl1     15568   21.933823  -1.352235e-02 0.14053254
## 5145          Mtmr6    219135   20.277785  -1.353486e-02 0.14434303
## 5146           Tln1     21894   85.774907  -1.360004e-02 0.10527062
## 5147          Snx10     71982   12.982831  -1.361884e-02 0.16381812
## 5148          Prosc      <NA>   14.118998  -1.362275e-02 0.15310165
## 5149        Zscan21     22697   14.452383  -1.362350e-02 0.15201805
## 5150          Anxa1     16952  198.088125  -1.370457e-02 0.10157227
## 5151         Mtfr1l     76824   27.754706  -1.371560e-02 0.13524037
## 5152  1110008P14Rik      <NA>   19.609250  -1.372420e-02 0.14541442
## 5153        Trmt10c     52575   26.440163  -1.373138e-02 0.13793865
## 5154           Mbip    217588   13.784362  -1.374474e-02 0.15385139
## 5155  2310067B10Rik      <NA>   14.118833  -1.375042e-02 0.15276541
## 5156         Fam53a     74504   20.614728  -1.381534e-02 0.14314402
## 5157         Shkbp1    192192   26.761990  -1.381822e-02 0.13637560
## 5158        Ccdc174    232236   19.940978  -1.384426e-02 0.14427547
## 5159           Rala     56044   26.410603  -1.387698e-02 0.13741911
## 5160          Surf4     20932   69.286497  -1.389362e-02 0.10517251
## 5161         Ptp4a3     19245  253.769708  -1.390445e-02 0.10580874
## 5162         Sec22b     20333   33.879614  -1.395523e-02 0.12921543
## 5163          Socs4     67296   18.287804  -1.395926e-02 0.14814997
## 5164          Galns     50917   12.790771  -1.396218e-02 0.15622359
## 5165         Dazap2     23994  211.380895  -1.397358e-02 0.07873626
## 5166           Sbf1     77980   26.104440  -1.398340e-02 0.13779985
## 5167          Ccnt1     12455   18.292085  -1.399617e-02 0.14827746
## 5168         Thrap3    230753   60.124021  -1.400014e-02 0.11420700
## 5169           Nat2     17961   13.458387  -1.401117e-02 0.15401653
## 5170          Ampd2    109674   18.625744  -1.401951e-02 0.14757237
## 5171           Brd8     78656   32.550701  -1.403912e-02 0.13238252
## 5172           Pigt     78928   61.129173  -1.405051e-02 0.11024297
## 5173           Gpn1     74254   20.272922  -1.405164e-02 0.14345253
## 5174          Srsf6     67996  117.220083  -1.406814e-02 0.09631328
## 5175        Slc35b3    108652   13.458221  -1.407483e-02 0.15386006
## 5176          Itpk1    217837   13.127535  -1.407584e-02 0.15527454
## 5177           Dpf2     19708   32.880104  -1.407794e-02 0.13072784
## 5178        Ccdc134     76457   12.794688  -1.407941e-02 0.15586088
## 5179        Dpy19l4    381510   12.117147  -1.408397e-02 0.15816063
## 5180       Srek1ip1     67288   19.599610  -1.410393e-02 0.14476482
## 5181         Timm21     67105   27.087394  -1.411462e-02 0.13484605
## 5182          Tgtp2 100039796   11.973094  -1.413687e-02 0.16617860
## 5183        Slc35e1    270066   13.125407  -1.415463e-02 0.15462188
## 5184        Ccdc117    104479   18.615602  -1.416492e-02 0.14673822
## 5185          Ccnd2     12444   12.988248  -1.417001e-02 0.18748081
## 5186          Psen2     19165   16.291481  -1.417370e-02 0.15284947
## 5187          Ttc7b    104718   13.121674  -1.419447e-02 0.15479394
## 5188         Srgap2     14270   12.791724  -1.421026e-02 0.15601532
## 5189       Ralgapa1     56784   12.795292  -1.421535e-02 0.15573815
## 5190           Sbk1    104175   45.350726  -1.421934e-02 0.13911534
## 5191         Rnf19b     75234   16.632144  -1.422623e-02 0.15189919
## 5192          Irak4    266632   12.132827  -1.425396e-02 0.15754694
## 5193           Smg8     74133   12.794854  -1.428179e-02 0.15535819
## 5194          Cnot4     53621   12.469242  -1.429594e-02 0.15654294
## 5195          Ylpm1     56531   19.283174  -1.431077e-02 0.14503427
## 5196         Fam58b      <NA>   19.608876  -1.431171e-02 0.14411593
## 5197         Polr3k     67005   25.764864  -1.431601e-02 0.13732124
## 5198           Opa1     74143   19.602112  -1.433624e-02 0.14403377
## 5199           Emc2     66736   39.371136  -1.435608e-02 0.12428984
## 5200         Bcap31     27061  138.736759  -1.437129e-02 0.08954200
## 5201         Dnaja1     15502   25.760931  -1.438327e-02 0.13697211
## 5202          Fuca1     71665   26.078874  -1.439023e-02 0.13616467
## 5203        Igf2bp3    140488    7.685627  -1.440197e-02 0.21098914
## 5204          Dhx32    101437   12.125988  -1.443594e-02 0.15719895
## 5205          Phkg2     68961   31.906880  -1.448606e-02 0.13088511
## 5206          Pot1a    101185   12.456046  -1.448840e-02 0.15605939
## 5207          Mast3    546071   20.457206  -1.451218e-02 0.14904609
## 5208           Zhx1     22770   18.281569  -1.453525e-02 0.14682063
## 5209          Dtx3l    209200   24.443509  -1.455933e-02 0.13972429
## 5210           Adal     75894   11.798960  -1.457111e-02 0.15818940
## 5211         Pdcd2l     68079   17.628358  -1.457406e-02 0.14892336
## 5212        Csnk1g3     70425   18.942104  -1.457876e-02 0.14515298
## 5213         Rictor     78757   10.812151  -1.464546e-02 0.16157320
## 5214         Mettl6     67011   28.241783  -1.464584e-02 0.13834440
## 5215           Gbp3     55932   12.965991  -1.466196e-02 0.16168350
## 5216         Spata2    263876   12.126833  -1.466400e-02 0.15677922
## 5217         Zfand6     65098   68.990838  -1.466462e-02 0.11708740
## 5218       Tmem179b     67706   44.512139  -1.468342e-02 0.12148483
## 5219           Xist    213742   43.360901  -1.468700e-02 0.44027304
## 5220          Sumo1     22218   77.579270  -1.470067e-02 0.10374268
## 5221  1810009A15Rik     66276   64.952837  -1.472453e-02 0.10857134
## 5222           Icmt     57295   17.944417  -1.474265e-02 0.14709427
## 5223         Zfp346     26919   11.797695  -1.477843e-02 0.15758496
## 5224          Thoc2    331401   24.762852  -1.478689e-02 0.13796026
## 5225           Dgka     13139  121.970261  -1.480047e-02 0.15071317
## 5226           Ipo8    320727   18.270723  -1.480179e-02 0.14620360
## 5227           Grk5     14773   11.468482  -1.482684e-02 0.15865499
## 5228         Tmem43     74122   17.939763  -1.484032e-02 0.14706288
## 5229           Tfam     21780   24.086303  -1.485884e-02 0.13933353
## 5230        Khdrbs1     20218  101.156021  -1.486521e-02 0.09741427
## 5231           Nit1     27045   11.460544  -1.487554e-02 0.15849508
## 5232         Crebrf     77128   11.796883  -1.487955e-02 0.15760611
## 5233           Glmn    170823   11.796717  -1.488255e-02 0.15760504
## 5234  4833439L19Rik     97820   31.579134  -1.488892e-02 0.13059355
## 5235           Hps5    246694   11.467580  -1.489781e-02 0.15866627
## 5236          Usp12     22217   17.938513  -1.490191e-02 0.14693511
## 5237          Ppil2     66053   43.871367  -1.491089e-02 0.12110726
## 5238           Flcn    216805   15.966217  -1.491945e-02 0.15212802
## 5239       AK010878      <NA>   11.461642  -1.492264e-02 0.15852157
## 5240           Galt     14430   10.478766  -1.492602e-02 0.16227176
## 5241  2510002D24Rik     72307   16.951927  -1.493467e-02 0.14925128
## 5242          Exoc7     53413   16.936609  -1.495849e-02 0.14967189
## 5243       Arhgap26     71302    9.796239  -1.496661e-02 0.16520973
## 5244           Wdr3    269470   29.931068  -1.497063e-02 0.13411599
## 5245          Parp6     67287   17.617631  -1.497837e-02 0.14743219
## 5246        Hsd17b4     15488   33.711495  -1.497996e-02 0.13464554
## 5247         Ino80b     70020   30.901937  -1.499233e-02 0.13192161
## 5248          Upf3a     67031   30.576458  -1.500590e-02 0.13234464
## 5249          Bcas3    192197   10.807134  -1.502370e-02 0.16067280
## 5250         Zfp593     68040   11.133217  -1.503189e-02 0.15988482
## 5251            Ogt    108155   52.594753  -1.503646e-02 0.13324409
## 5252           Mios    252875   17.611319  -1.504636e-02 0.14761972
## 5253        N4bp2l2    381695   11.467746  -1.506290e-02 0.15829110
## 5254           Taf7     24074   10.804303  -1.507288e-02 0.16065751
## 5255          Cd164     53599  115.271527  -1.508475e-02 0.09838673
## 5256        Fam206a      <NA>   11.464748  -1.511438e-02 0.15827358
## 5257        Mettl23     74319   16.943265  -1.511486e-02 0.14900661
## 5258           Bmi1     12151   21.109571  -1.514102e-02 0.14531014
## 5259          Mon1b    270096   11.128333  -1.518402e-02 0.15911928
## 5260         Alkbh3     69113   16.941792  -1.519221e-02 0.14912899
## 5261       Slc25a17     20524   42.525307  -1.519436e-02 0.12274585
## 5262           Sgta     52551   36.712047  -1.519808e-02 0.12625819
## 5263          Gmeb2    229004   17.278746  -1.520541e-02 0.14792504
## 5264           Fxr1     14359   56.834182  -1.520894e-02 0.11228823
## 5265           Fkrp    243853   17.274980  -1.524147e-02 0.14773026
## 5266          Actr2     66713  146.742232  -1.525398e-02 0.08454929
## 5267           Cog2     76332   17.277844  -1.526733e-02 0.14793129
## 5268          Pick1     18693    9.811391  -1.527911e-02 0.16401946
## 5269        Bloc1s2     73689   16.951794  -1.528469e-02 0.14871607
## 5270           Rbm4     19653   15.286218  -1.529351e-02 0.15285164
## 5271        Plekho1     67220   64.810688  -1.532535e-02 0.13474632
## 5272  4921525O09Rik     74050   23.791040  -1.532785e-02 0.15124528
## 5273         Myo18a    360013   16.944351  -1.537379e-02 0.14836794
## 5274           Xiap     11798   29.568589  -1.538644e-02 0.13298223
## 5275         Sap130    269003   23.087472  -1.539726e-02 0.14005745
## 5276         Tmem42     66079    9.799942  -1.540092e-02 0.16368695
## 5277        Gpatch8    237943   16.948707  -1.540334e-02 0.14843026
## 5278        Ankrd52    237615   22.763822  -1.540994e-02 0.14139844
## 5279           Kras     16653   28.585969  -1.543741e-02 0.13522232
## 5280          Actr8     56249   21.103803  -1.544021e-02 0.14443167
## 5281          Tesk1     21754    9.476018  -1.547895e-02 0.16521496
## 5282        R3hcc1l     52013   10.460387  -1.547978e-02 0.16100706
## 5283          Usp42     76800   10.799799  -1.548182e-02 0.15983909
## 5284          Edem3     66967   10.469741  -1.550021e-02 0.16096723
## 5285           Dph5     69740   14.969936  -1.550287e-02 0.15403159
## 5286          Mus81     71711   10.464725  -1.550857e-02 0.16088938
## 5287        Tmem206      <NA>    9.812236  -1.551389e-02 0.16363935
## 5288           Pim1     18712   59.073155  -1.551954e-02 0.14875003
## 5289          Trib3    228775   10.304884  -1.554161e-02 0.16909400
## 5290          Ndor1     78797   14.971186  -1.555059e-02 0.15388603
## 5291          Nop56     67134  110.285906  -1.556820e-02 0.10907515
## 5292       Tmem176a     66058   47.012136  -1.559192e-02 0.12073027
## 5293           Gmip     78816   22.802316  -1.559556e-02 0.15249609
## 5294         Ccdc69     52570   15.609030  -1.563081e-02 0.15137862
## 5295         Tmem80     71448    9.805067  -1.563819e-02 0.16353216
## 5296       Col4a3bp      <NA>   20.785393  -1.564365e-02 0.14500638
## 5297          Ncbp2     68092   34.051582  -1.566487e-02 0.13071716
## 5298          Lime1     72699   15.484939  -1.567158e-02 0.15850633
## 5299           Mcat    223722   15.622316  -1.567208e-02 0.15137761
## 5300           Tfe3    209446   28.913085  -1.567994e-02 0.13347137
## 5301         Camk2g     12325   14.954597  -1.568215e-02 0.15305147
## 5302           Fli1     14247   45.006431  -1.570715e-02 0.12383993
## 5303         Gcn1l1      <NA>   32.429137  -1.572053e-02 0.13385923
## 5304  8430419L09Rik      <NA>   25.568478  -1.572320e-02 0.14134831
## 5305           Poc5     67463   10.129517  -1.572722e-02 0.16194434
## 5306       Fam103a1      <NA>   22.424633  -1.573213e-02 0.14086181
## 5307         Rnf114     81018   42.392461  -1.573395e-02 0.12814182
## 5308           Nat9     66176   10.130438  -1.573419e-02 0.16195656
## 5309          Ercc6    319955    8.155990  -1.574768e-02 0.17101552
## 5310          Exoc1     69940   15.948475  -1.575242e-02 0.15058527
## 5311         Lmbr1l     74775   17.137660  -1.576885e-02 0.15375640
## 5312          Pgap2    233575   15.297700  -1.577296e-02 0.15215499
## 5313        Zfp280b     64453   10.134609  -1.577502e-02 0.16182078
## 5314         Mical3    194401    9.143644  -1.577700e-02 0.16623159
## 5315        Tmem39a     67846   10.132514  -1.577858e-02 0.16174188
## 5316        Terf2ip     57321   10.137531  -1.578078e-02 0.16179720
## 5317  1700123O20Rik     58248   25.590164  -1.578411e-02 0.14010118
## 5318         Zfp706     68036   93.552880  -1.578704e-02 0.10048294
## 5319          Bicd2     76895   15.618296  -1.579504e-02 0.15097806
## 5320         Zfp746     69228   14.960878  -1.582274e-02 0.15290755
## 5321         Sephs1    109079   22.090917  -1.585779e-02 0.14139589
## 5322          Pcf11     74737   21.442403  -1.586629e-02 0.14279252
## 5323        Rnf144a    108089   14.621276  -1.586671e-02 0.15427962
## 5324          Stk24    223255  113.648384  -1.588959e-02 0.09082976
## 5325          Edem2    108687   22.099172  -1.589021e-02 0.14118060
## 5326        Hnrnpa0     77134  265.297778  -1.590077e-02 0.07346212
## 5327         Mbtps2    270669   10.133194  -1.590621e-02 0.16159716
## 5328         Ergic2     67456   28.576537  -1.590667e-02 0.13362050
## 5329        Serinc5    218442   15.449198  -1.592437e-02 0.15725254
## 5330  9130011E15Rik      <NA>    9.463666  -1.592677e-02 0.16438727
## 5331         Arfip1     99889   14.941249  -1.593074e-02 0.15263102
## 5332          Gskip     66787    9.800304  -1.593107e-02 0.16288937
## 5333          Cntrl     26920   27.577815  -1.595167e-02 0.13605513
## 5334          Ptcd2     68927   28.246060  -1.595461e-02 0.13411107
## 5335        Tmem222     52174   34.390445  -1.597260e-02 0.12833849
## 5336  1700020I14Rik      <NA>   45.031946  -1.597463e-02 0.12215985
## 5337          Wdr59    319481    9.805562  -1.597553e-02 0.16276837
## 5338           Eya3     14050   15.618054  -1.600038e-02 0.15058705
## 5339          Mier1     71148   34.401339  -1.600403e-02 0.12865537
## 5340           Gid4     66771   15.620315  -1.601397e-02 0.15061843
## 5341          Strn3     94186   21.769883  -1.603799e-02 0.14168913
## 5342          Naa16     66897    9.130281  -1.605171e-02 0.16566004
## 5343          Mtmr3     74302   39.554363  -1.606551e-02 0.12508126
## 5344         Impad1      <NA>   15.618658  -1.607038e-02 0.15061551
## 5345           Heca    380629   15.288841  -1.608117e-02 0.15138107
## 5346         Rspry1     67610   14.950845  -1.608142e-02 0.15221618
## 5347          Dnal4     54152   15.282681  -1.612248e-02 0.15147105
## 5348        Atxn7l3    217218   39.887525  -1.617632e-02 0.12414724
## 5349          Rexo1     66932   21.436167  -1.617907e-02 0.14220364
## 5350         Lrrc47     72946   33.733106  -1.624571e-02 0.12880816
## 5351           Plec     18810   15.473457  -1.624739e-02 0.15695001
## 5352          Supt5     20924   64.471762  -1.625817e-02 0.10836126
## 5353          Naa25    231713   20.450293  -1.629407e-02 0.14456885
## 5354        Slc43a2    215113   10.317809  -1.629694e-02 0.16731777
## 5355         Zfp688     69234    9.468169  -1.630881e-02 0.16355877
## 5356        Rabgap1    227800   14.953468  -1.631436e-02 0.15203157
## 5357        Bloc1s4    117197   14.293264  -1.632752e-02 0.15378512
## 5358          Adck1     72113    9.141051  -1.635754e-02 0.16500410
## 5359        Mir17hg     75957    8.334568  -1.636283e-02 0.17748721
## 5360          Riok1     71340   20.770539  -1.636304e-02 0.14320574
## 5361          Wasf2    242687   96.696326  -1.636561e-02 0.10052500
## 5362  2610301B20Rik      <NA>    8.802376  -1.640830e-02 0.16615804
## 5363         Pacrgl     66768   14.615637  -1.640987e-02 0.15267104
## 5364         Ube2e1     22194   72.417892  -1.641006e-02 0.10874555
## 5365         Vps13a    271564   14.624572  -1.641385e-02 0.15265530
## 5366           Crcp     12909   32.398535  -1.642945e-02 0.13095751
## 5367         Clasrp     53609   19.126753  -1.643356e-02 0.14751858
## 5368       Trappc6b     78232   28.736009  -1.644345e-02 0.13862465
## 5369       BC027231      <NA>    8.813420  -1.645477e-02 0.16629554
## 5370           Nmd3     97112   36.238710  -1.647974e-02 0.13067672
## 5371         Alkbh1    211064   20.968658  -1.650661e-02 0.14938809
## 5372          Icam1     15894   27.426977  -1.651347e-02 0.14090028
## 5373           Polm     54125   11.474528  -1.653107e-02 0.16854172
## 5374         Hnrnpr     74326   25.578933  -1.654389e-02 0.13913957
## 5375         Ankzf1     52231   13.304798  -1.654612e-02 0.15650495
## 5376        Arl6ip5     65106  100.725298  -1.655452e-02 0.10507858
## 5377           Eme2    193838    8.810664  -1.657763e-02 0.16606305
## 5378           Snx2     67804  335.868380  -1.658541e-02 0.07765970
## 5379          Gpkow    209416   20.436988  -1.659285e-02 0.14351761
## 5380           Insr     16337    8.476706  -1.660953e-02 0.16777256
## 5381          Zbtb9    474156   19.110254  -1.663909e-02 0.14657960
## 5382          Rbbp5    213464   20.436252  -1.664906e-02 0.14352528
## 5383          Ppp6c     67857   43.679142  -1.668062e-02 0.12217223
## 5384        Ctdspl2    329506   13.948370  -1.669813e-02 0.15421023
## 5385        Fam192a      <NA>   44.375425  -1.671590e-02 0.12093561
## 5386         Sec31a     69162   38.213428  -1.675360e-02 0.12566288
## 5387          Nlrc3    268857   18.449178  -1.679846e-02 0.14813410
## 5388         Nt5dc1    319638   13.615481  -1.681705e-02 0.15499010
## 5389          Glud1     14661   94.564028  -1.684438e-02 0.10525755
## 5390           Brd9    105246   25.916534  -1.688501e-02 0.13688139
## 5391  0610009O20Rik      <NA>   30.724547  -1.688879e-02 0.13363962
## 5392         Sptlc2     20773   19.767627  -1.688942e-02 0.14454611
## 5393           Rara     19401    8.651469  -1.691207e-02 0.17400742
## 5394         Rtfdc1      <NA>  116.294983  -1.693930e-02 0.09339881
## 5395        Ppp2r5a    226849   75.582532  -1.694810e-02 0.10810806
## 5396        Ccdc90b     66365   18.075613  -1.694885e-02 0.16023095
## 5397         Npepl1    228961   46.231751  -1.697314e-02 0.12465442
## 5398         Tm9sf3    107358   60.142721  -1.699878e-02 0.11261919
## 5399          Ncoa5    228869   30.750563  -1.700830e-02 0.13285437
## 5400           Utp3     65961   66.289187  -1.701222e-02 0.10893710
## 5401         Znhit2     29805   13.623736  -1.701274e-02 0.15448371
## 5402           Atf5    107503   14.467728  -1.701400e-02 0.15851388
## 5403           Usf1     22278   54.353334  -1.701713e-02 0.11549905
## 5404         Kif1bp      <NA>   13.622155  -1.703999e-02 0.15447413
## 5405           Adi1    104923   29.736202  -1.704656e-02 0.13576870
## 5406  1110012L19Rik      <NA>   13.293107  -1.704771e-02 0.15551684
## 5407           Vav2     22325   17.440525  -1.705968e-02 0.15044134
## 5408        Eif2ak4     27103   18.120569  -1.706836e-02 0.14857242
## 5409          Morc3    338467   24.593971  -1.711229e-02 0.13909393
## 5410           Grb2     14784   71.130486  -1.712028e-02 0.10725965
## 5411         Trim24     21848   12.949796  -1.715358e-02 0.15651932
## 5412        Znf512b      <NA>   12.302819  -1.715862e-02 0.15878511
## 5413         Hilpda     69573   24.415127  -1.717022e-02 0.14677854
## 5414         Cep350     74081   12.296595  -1.717946e-02 0.15834006
## 5415           Pex3     56535   12.954737  -1.718487e-02 0.15658613
## 5416         Atp2b1     67972   11.955724  -1.720385e-02 0.15976036
## 5417          Cdc26     66440   53.650136  -1.720877e-02 0.11571622
## 5418         Mvb12a     73711   36.549137  -1.721645e-02 0.12729824
## 5419           Phc1     13619   11.618812  -1.721695e-02 0.16073053
## 5420           Fgd2     26382   18.515780  -1.722014e-02 0.18156541
## 5421         Rab3ip    216363   12.626743  -1.723697e-02 0.15728214
## 5422         Vps33a     77573   18.432834  -1.724247e-02 0.14733747
## 5423            Rpe     66646   24.926139  -1.724511e-02 0.13825082
## 5424          Maml2    270118   18.440485  -1.724592e-02 0.14704265
## 5425          H2-K2    630499   37.880647  -1.725232e-02 0.14576090
## 5426          Gipc1     67903   53.145119  -1.725710e-02 0.12442140
## 5427          Zfp68     24135   13.289944  -1.726036e-02 0.15518867
## 5428       Stard3nl     76205   17.768953  -1.726220e-02 0.14883049
## 5429         Spred2    114716   23.926463  -1.726467e-02 0.14046093
## 5430         Ubap2l     74383   82.755286  -1.727214e-02 0.10171328
## 5431          Erp44     76299   36.544392  -1.727242e-02 0.12724315
## 5432         Ppp6r3     52036   53.648847  -1.730192e-02 0.11581152
## 5433         Fam92a      <NA>   18.436435  -1.730812e-02 0.14728250
## 5434         Slc9a8     77031   12.964574  -1.731692e-02 0.15617555
## 5435          Sfxn3     94280   11.643460  -1.733976e-02 0.16063013
## 5436         Ahcyl1    229709   42.369028  -1.736110e-02 0.12269693
## 5437           Svil    225115   18.122920  -1.736141e-02 0.14804767
## 5438           Maf1     68877  105.541296  -1.736622e-02 0.09947826
## 5439          Abcf3     27406   18.774069  -1.739987e-02 0.14607046
## 5440          Atad1     67979   65.267470  -1.744147e-02 0.12269034
## 5441           Bag5     70369   18.448457  -1.745148e-02 0.14693822
## 5442        Tmem160     69094   43.538549  -1.745818e-02 0.12650177
## 5443        Zfp280d    235469   24.258268  -1.748461e-02 0.13912407
## 5444          Phf14     75725   35.228757  -1.750186e-02 0.12891692
## 5445        Pttg1ip    108705   28.407880  -1.750305e-02 0.13623677
## 5446           Tob2     57259   22.278469  -1.752712e-02 0.14368615
## 5447          Vps54    245944   18.113216  -1.752863e-02 0.14751352
## 5448            Nin     18080   18.441934  -1.754315e-02 0.14664750
## 5449            Ell     13716   12.632439  -1.754506e-02 0.15685463
## 5450            Ccs     12460   21.609273  -1.756213e-02 0.14521470
## 5451            Mlx     21428   23.259675  -1.758583e-02 0.14113810
## 5452        Ccdc127     67433   12.624259  -1.758819e-02 0.15681015
## 5453          Scrn2    217140   10.316019  -1.759615e-02 0.16533823
## 5454          Echs1     93747   35.218847  -1.762157e-02 0.12880638
## 5455        Arhgef3     71704   61.167559  -1.765669e-02 0.12287720
## 5456          Ap1m1     11767   63.962566  -1.767495e-02 0.10961161
## 5457          Mllt6    246198   15.798695  -1.767561e-02 0.15348437
## 5458          Sirt6     50721   11.303278  -1.768438e-02 0.16093422
## 5459          Med23     70208   12.292049  -1.773043e-02 0.15775584
## 5460         Npepps     19155   29.412772  -1.774553e-02 0.13376465
## 5461           Mfn2    170731   17.775252  -1.776626e-02 0.14806588
## 5462       Nudt16l1     66911   44.505445  -1.777026e-02 0.12384538
## 5463       Atp6v0a2     21871   17.781247  -1.778585e-02 0.14785940
## 5464         Zbtb18     30928   33.711577  -1.779049e-02 0.13833710
## 5465        Tmem209     72649   17.106570  -1.779105e-02 0.14996479
## 5466          Ncoa6     56406   11.955393  -1.779364e-02 0.15868610
## 5467  3110040N11Rik     67290   11.625609  -1.781898e-02 0.15994989
## 5468        Trim12c    319236   21.947179  -1.784062e-02 0.14384253
## 5469         Rnf219      <NA>   11.963889  -1.784269e-02 0.15841018
## 5470         Zfp652    268469   11.305297  -1.785912e-02 0.16076028
## 5471        Tmem129     68366   11.961553  -1.786242e-02 0.15839102
## 5472          Uckl1     68556   15.464706  -1.789900e-02 0.15386699
## 5473         Zfp326     54367   22.918383  -1.790977e-02 0.14139908
## 5474         Pcnxl3      <NA>   16.791441  -1.791032e-02 0.15037200
## 5475           Eapp     66266   39.046991  -1.793817e-02 0.12646828
## 5476          Cwc25     67480   11.961991  -1.794307e-02 0.15842443
## 5477           Elk3     13713   70.581992  -1.794895e-02 0.11146143
## 5478          Ddit3     13198   20.451578  -1.794981e-02 0.15249806
## 5479        Fam204a     76539   20.254145  -1.795030e-02 0.14797855
## 5480           Ttc4     72354   22.924619  -1.796692e-02 0.14100965
## 5481       BC029214      <NA>   11.960575  -1.796865e-02 0.15841762
## 5482          Serf2    378702   28.084363  -1.798180e-02 0.13578575
## 5483          Cops6     26893  100.669205  -1.800246e-02 0.09725240
## 5484          Tgif1     21815   42.085424  -1.802088e-02 0.13340620
## 5485         Tmem60    212090   24.756184  -1.802457e-02 0.14256582
## 5486         Pofut1    140484   11.959235  -1.803732e-02 0.15826113
## 5487         Pik3c3    225326   22.925718  -1.804274e-02 0.14093653
## 5488          Pdzd8    107368   22.256133  -1.804613e-02 0.14284407
## 5489       Trnau1ap     71787   22.274886  -1.812547e-02 0.14233161
## 5490         Mettl3     56335   19.276010  -1.813250e-02 0.14920409
## 5491        Osbpl11    106326   11.300281  -1.815063e-02 0.16020082
## 5492           Fibp     58249   33.239984  -1.815549e-02 0.13139827
## 5493         Dennd3    105841   12.142326  -1.816234e-02 0.16339806
## 5494        Sap30bp     57230   22.266193  -1.817852e-02 0.14213302
## 5495            Yy1     22632   73.285372  -1.818609e-02 0.10553688
## 5496          Asxl1    228790   22.267069  -1.823077e-02 0.14236675
## 5497         Tollip     54473   22.597184  -1.825269e-02 0.14134699
## 5498             Ik     24010   99.686169  -1.827719e-02 0.09598206
## 5499          Prkra     23992   15.771490  -1.828083e-02 0.15249187
## 5500           Ubr5     70790   32.899307  -1.828469e-02 0.13149009
## 5501          Atmin    234776   11.295702  -1.833267e-02 0.16001387
## 5502         Arid4a    238247   16.121641  -1.836539e-02 0.15119968
## 5503        Zfp280c    208968   10.972350  -1.839137e-02 0.16129918
## 5504          Jade2     76901    9.978925  -1.841251e-02 0.16499991
## 5505        Rps6ka3    110651   16.105943  -1.841904e-02 0.15109997
## 5506           Gpn2    100210   15.786401  -1.843069e-02 0.15188686
## 5507         Ube2g1     67128   21.935912  -1.844224e-02 0.14248519
## 5508       Rab3gap2     98732   15.463049  -1.844832e-02 0.15294656
## 5509           Mpp5      <NA>   10.960660  -1.847715e-02 0.16116944
## 5510          Tinf2     28113   21.594480  -1.849779e-02 0.14295265
## 5511       Pisd-ps1    236604   33.407648  -1.850863e-02 0.14623480
## 5512          Ndrg1     17988   18.940309  -1.854211e-02 0.17426412
## 5513       Fam114a2     67726   27.417775  -1.857915e-02 0.13587666
## 5514           Polg     18975   27.412517  -1.858356e-02 0.13588958
## 5515          Ovca2    246257   10.966655  -1.860107e-02 0.16079577
## 5516           Tgds     76355   10.299521  -1.860559e-02 0.16317503
## 5517           Akt2     11652   27.081318  -1.860933e-02 0.13677139
## 5518           Nol8     70930   13.808252  -1.862755e-02 0.15785550
## 5519         Papola     18789   71.268243  -1.862935e-02 0.10664403
## 5520            Vhl     22346   10.962812  -1.863946e-02 0.16071964
## 5521          Ptbp3    230257  106.987982  -1.864194e-02 0.09524356
## 5522         Dock11     75974   39.860571  -1.865153e-02 0.12981825
## 5523         Zfp958    233987   10.309511  -1.865265e-02 0.16358081
## 5524         Parp14    547253   19.618707  -1.867788e-02 0.14759154
## 5525         Glipr2    384009   14.785058  -1.870074e-02 0.15492457
## 5526          Mef2a     17258   24.409564  -1.872074e-02 0.14277760
## 5527         Anapc7     56317   31.892477  -1.874600e-02 0.13242588
## 5528           Dhps    330817   20.275792  -1.877671e-02 0.14569423
## 5529          Ash1l    192195   10.306481  -1.878039e-02 0.16314494
## 5530           Tbcb     66411   37.053804  -1.878508e-02 0.12819731
## 5531         Gnpda2     67980   15.784173  -1.881564e-02 0.15140089
## 5532           Brox     71678   20.605501  -1.881920e-02 0.14471044
## 5533        Whsc1l1      <NA>   32.229356  -1.883857e-02 0.13127175
## 5534          Senp5    320213   10.306722  -1.883885e-02 0.16297194
## 5535         Ubiad1     71707   10.632259  -1.886625e-02 0.16159148
## 5536          Myo1g    246177   40.095703  -1.887142e-02 0.14232372
## 5537         Pnpla7    241274    8.651213  -1.888258e-02 0.17030172
## 5538           Fgd6     13998    8.308365  -1.888603e-02 0.17183831
## 5539           Lig3     16882   15.784007  -1.888832e-02 0.15127004
## 5540        Slc10a3    214601    9.642245  -1.889702e-02 0.16608182
## 5541         Fam84b      <NA>   16.800990  -1.890039e-02 0.15975992
## 5542          Furin     18550   15.120489  -1.892046e-02 0.15317316
## 5543           Osbp     76303   26.418355  -1.895258e-02 0.13716699
## 5544           Xab2     67439   37.384177  -1.896928e-02 0.12677360
## 5545          Hif1a     15251   29.888596  -1.897153e-02 0.13647239
## 5546         Tmem9b     56786   19.926963  -1.897499e-02 0.14617722
## 5547           Add3     27360   41.561890  -1.897800e-02 0.12527881
## 5548          Lipo1    329055   13.110415  -1.899142e-02 0.15936553
## 5549          Rev3l     19714   10.297863  -1.899822e-02 0.16265268
## 5550            Emb     13723   37.269161  -1.900998e-02 0.14371289
## 5551          Cdip1     66626   10.299883  -1.902385e-02 0.16274382
## 5552         Tmem57      <NA>   25.435072  -1.902722e-02 0.13942143
## 5553           Eps8     13860   16.476582  -1.902905e-02 0.19140171
## 5554         Cggbp1    106143   47.685884  -1.903355e-02 0.12050971
## 5555           Slu7    193116   26.089142  -1.905559e-02 0.13768631
## 5556          Usp30    100756   10.294866  -1.905601e-02 0.16264246
## 5557          Cdc40     71713   26.083313  -1.910164e-02 0.13772871
## 5558         Ythdf1    228994   37.057225  -1.910683e-02 0.12709961
## 5559        Tmem205    235043   12.457183  -1.910935e-02 0.16080253
## 5560        Zdhhc13    243983   29.250753  -1.911366e-02 0.13785831
## 5561           Vbp1     22327   74.896476  -1.914980e-02 0.11145433
## 5562           Mbd1     17190   20.604523  -1.915950e-02 0.14419129
## 5563          Cep19     66994    9.628336  -1.916385e-02 0.16522341
## 5564          Snx11     74479   10.302309  -1.916431e-02 0.16256906
## 5565          Ikbip     67454    9.968650  -1.917589e-02 0.16373484
## 5566        Zfyve19     72008    9.968650  -1.917589e-02 0.16373484
## 5567            Aen     68048   16.305179  -1.920486e-02 0.15562552
## 5568          Dmxl1    240283    9.967069  -1.920685e-02 0.16372992
## 5569           Dffa     13347   20.268787  -1.921404e-02 0.14484893
## 5570         Gtpbp8     66067    9.625504  -1.921926e-02 0.16521551
## 5571       Tmem194b      <NA>   14.780986  -1.922281e-02 0.15347286
## 5572          Vwa5a     67776   28.231938  -1.924060e-02 0.13873016
## 5573         Snapc2    102209   14.780854  -1.924984e-02 0.15371197
## 5574         Zfp141    434178    9.970911  -1.929101e-02 0.16360862
## 5575          Lrrn4    320974    8.629628  -1.931950e-02 0.17004499
## 5576          Pex13     72129    9.964313  -1.935493e-02 0.16350270
## 5577         Laptm5     16792  154.175970  -1.937608e-02 0.13540611
## 5578           Mta2     23942  157.680720  -1.937680e-02 0.08800906
## 5579        Cables2    252966   14.784587  -1.937858e-02 0.15328492
## 5580           Hcst     23900   14.125907  -1.938763e-02 0.15527579
## 5581         Zdhhc5    228136   25.090884  -1.941075e-02 0.13905873
## 5582           Mbd6    110962   18.287500  -1.942461e-02 0.14957605
## 5583           Nras     18176   36.063757  -1.943820e-02 0.12835952
## 5584         Pnpla2     66853   22.114846  -1.944600e-02 0.14584023
## 5585          Sbno1    243272   19.284088  -1.944691e-02 0.14708328
## 5586         Ranbp2     19386   41.214811  -1.946747e-02 0.12430999
## 5587         Pi4k2a     84095   19.272530  -1.947478e-02 0.14675457
## 5588         Rcbtb2    105670   19.262769  -1.948406e-02 0.14680783
## 5589          Setd7     73251   14.456823  -1.948731e-02 0.15434904
## 5590           Neu1     18010   25.452192  -1.949087e-02 0.14846184
## 5591        Arhgef1     16801  137.428132  -1.949296e-02 0.09020181
## 5592          Casp7     12369   17.261569  -1.949392e-02 0.15236428
## 5593            Sri    109552   51.318809  -1.951037e-02 0.12407031
## 5594          Nomo1    211548   29.591517  -1.956243e-02 0.13551620
## 5595         Zdhhc7    102193   19.603521  -1.956485e-02 0.14591109
## 5596  2810403A07Rik      <NA>   26.278445  -1.957225e-02 0.14206516
## 5597          Ap3s2     11778    9.633443  -1.958817e-02 0.16467676
## 5598        Ralgapb    228850   14.451037  -1.964796e-02 0.15387770
## 5599           Dlg3     53310    8.296045  -1.965106e-02 0.17097652
## 5600       BC005624    227707   40.882875  -1.965723e-02 0.12469010
## 5601          Ddx41     72935   51.505880  -1.967484e-02 0.11738666
## 5602        Map3k11     26403   23.104173  -1.969151e-02 0.14315844
## 5603         Kctd13    233877    9.634363  -1.969513e-02 0.16453447
## 5604           Ing3     71777   14.116807  -1.970687e-02 0.15475636
## 5605         Ankra2     68558    9.308148  -1.973973e-02 0.16586302
## 5606        Pla2g15    192654   11.138659  -1.976820e-02 0.16445925
## 5607        Tmem189      <NA>   28.592471  -1.981969e-02 0.13663048
## 5608         Trmt2b    215201   14.117486  -1.982021e-02 0.15465938
## 5609          Pank3    211347   14.121087  -1.983935e-02 0.15470892
## 5610         Fam63a      <NA>   13.783015  -1.987506e-02 0.15563249
## 5611          Recql     19691   18.932744  -1.988884e-02 0.14708652
## 5612           Aff4     93736   13.457313  -1.989942e-02 0.15666641
## 5613         Lrrc41    230654   18.606845  -1.991008e-02 0.14771181
## 5614           Cbx6    494448    9.302890  -1.993689e-02 0.16559245
## 5615           Parl    381038   39.876266  -1.994374e-02 0.12566888
## 5616           Ezh1     14055   13.130584  -1.996220e-02 0.15746941
## 5617           Ccr7     12775   11.478274  -1.996792e-02 0.17365852
## 5618         Ttc21b     73668    8.968735  -1.998821e-02 0.16694012
## 5619        Txndc16     70561   24.586730  -1.998980e-02 0.14428811
## 5620           Rlim     19820   13.791874  -2.003667e-02 0.15542843
## 5621         Atraid    381629   37.877143  -2.004581e-02 0.12974942
## 5622           Upf2    326622   23.763610  -2.004694e-02 0.14091355
## 5623          Stau1     20853   24.094088  -2.006676e-02 0.14017264
## 5624       Snord16a 100217453  166.429711  -2.009240e-02 0.44942865
## 5625          Bcl10     12042   25.919715  -2.010345e-02 0.14132682
## 5626         Zdhhc4     72881   23.758035  -2.010429e-02 0.14095097
## 5627  1110037F02Rik      <NA>   23.753094  -2.012196e-02 0.14079666
## 5628          Cenpj    219103   12.130654  -2.014791e-02 0.16040580
## 5629          Atg2b     76559    8.645218  -2.022094e-02 0.16837180
## 5630         Mesdc2      <NA>   18.275975  -2.028173e-02 0.14801548
## 5631          Cdc42     12540  227.802350  -2.028683e-02 0.07874265
## 5632         Tcirg1     27060   44.233125  -2.029236e-02 0.12812091
## 5633          Med21    108098   52.127812  -2.032057e-02 0.12555132
## 5634          Rnf31    268749   16.289822  -2.034991e-02 0.15313977
## 5635           Scin     20259    7.182872  -2.036896e-02 0.23008626
## 5636           Cnst    226744   12.783912  -2.038142e-02 0.15788514
## 5637          Derl2    116891   13.128507  -2.038471e-02 0.15690812
## 5638          Krcc1     57896   32.388693  -2.043330e-02 0.13310181
## 5639          Mov10     17454   12.454325  -2.043782e-02 0.15926191
## 5640          Itfg2    101142   13.120327  -2.045114e-02 0.15683903
## 5641         Paxbp1     67367   16.960557  -2.046577e-02 0.15138614
## 5642          Ebag9     55960   22.108444  -2.048885e-02 0.14399556
## 5643           Brd3     67382   32.388488  -2.049971e-02 0.13331802
## 5644        Ppip5k2    227399   22.431606  -2.051015e-02 0.14351078
## 5645          Kcmf1     74287   27.909596  -2.052014e-02 0.13659360
## 5646          Srp14     20813  195.883708  -2.052256e-02 0.08532424
## 5647          Mndal 100040462   60.717564  -2.052492e-02 0.12667632
## 5648          Wdr73     71968   17.286754  -2.053689e-02 0.15029150
## 5649          H2-M3     14991   42.706490  -2.054008e-02 0.14245408
## 5650          Wdr45     54636   22.438427  -2.054026e-02 0.14324249
## 5651          Yipf1    230584   26.911725  -2.055198e-02 0.13839032
## 5652          Cab39     12283   52.660312  -2.056021e-02 0.11879116
## 5653  2010001A14Rik     76516    8.303470  -2.057471e-02 0.16949024
## 5654           Hccs     15159   22.760546  -2.057478e-02 0.14241689
## 5655           Ice1    218333   17.618228  -2.058318e-02 0.14935961
## 5656           Phf8    320595   17.609203  -2.061221e-02 0.14925761
## 5657         Ppap2b      <NA>   42.438946  -2.061565e-02 0.14609961
## 5658          Patl1    225929   17.613725  -2.063211e-02 0.14932145
## 5659          Ttc17     74569   12.462638  -2.066754e-02 0.15861256
## 5660        Ndufaf3     66706   20.083486  -2.067318e-02 0.14852183
## 5661           Ufm1     67890   12.792454  -2.067378e-02 0.15763235
## 5662          Hipk3     15259   21.428344  -2.067384e-02 0.14552922
## 5663         Pofut2     80294   12.463558  -2.075461e-02 0.15850431
## 5664          Pds5a     71521   66.771737  -2.077276e-02 0.11143418
## 5665          Fbxw7     50754   12.131031  -2.077427e-02 0.15982659
## 5666            Cpm     70574   25.914241  -2.078611e-02 0.16196096
## 5667          Cand1     71902   27.577975  -2.079172e-02 0.13682380
## 5668           Arf3     11842   49.030771  -2.079445e-02 0.12381124
## 5669        Gm17745    432488    9.136898  -2.079448e-02 0.17142102
## 5670           Pcnt     18541   16.938260  -2.082494e-02 0.15078792
## 5671           Rrn3    106298   22.104291  -2.088405e-02 0.14340979
## 5672         Zcchc8     70650   17.275653  -2.088948e-02 0.14973581
## 5673           Cbx2     12416   16.948263  -2.089831e-02 0.15053343
## 5674          Nup88     19069   42.703130  -2.091947e-02 0.12348888
## 5675         Gimap5    317757   13.306944  -2.092424e-02 0.16100181
## 5676            Mvp     78388   15.629904  -2.093483e-02 0.15416699
## 5677        Tubgcp6    328580   11.136175  -2.097633e-02 0.16287480
## 5678        Irf2bpl    238330   16.281778  -2.101555e-02 0.15249698
## 5679           Tox4    268741   25.256804  -2.105161e-02 0.14102395
## 5680          Tmco6     71983   11.132094  -2.105658e-02 0.16286355
## 5681         Cldnd1    224250   21.094970  -2.106392e-02 0.14510581
## 5682           Xpo6     74204   36.228114  -2.108067e-02 0.12987127
## 5683        Dynlrb1     67068  128.077133  -2.108174e-02 0.09292768
## 5684          Gsk3b     56637   16.943442  -2.109165e-02 0.15038902
## 5685      Secisbp2l     70354   12.126090  -2.111137e-02 0.15923404
## 5686          Micu2     68514   45.517903  -2.112304e-02 0.12309013
## 5687        Cdk2ap2     52004   94.109682  -2.114597e-02 0.13029399
## 5688          Kctd2     70382   16.611969  -2.116933e-02 0.15114124
## 5689           Aim2    383619   33.441119  -2.117801e-02 0.13992621
## 5690         Dnajc7     56354   98.888727  -2.117882e-02 0.10003607
## 5691          Yipf5     67180   20.759687  -2.120806e-02 0.14586459
## 5692           Cux1     13047   73.682373  -2.122450e-02 0.12053043
## 5693          Appl1     72993   20.098400  -2.124763e-02 0.14726692
## 5694         Parp10    671535   19.787491  -2.126197e-02 0.14817538
## 5695          Atg13     51897   16.279155  -2.127060e-02 0.15183863
## 5696           Cog3    338337   15.953935  -2.127644e-02 0.15266038
## 5697        Mettl16     67493   20.772464  -2.128022e-02 0.14574056
## 5698         Mplkip     66308   11.125647  -2.129068e-02 0.16240759
## 5699         Cyb5d1    327951   10.459841  -2.129578e-02 0.16543100
## 5700           Exo5     73172   21.107114  -2.129891e-02 0.14493814
## 5701        Hnrnph1     59013  301.597552  -2.131038e-02 0.07511527
## 5702          Prrc1     73137   11.793110  -2.133234e-02 0.16002894
## 5703          Scyl2    213326   16.284413  -2.133592e-02 0.15171444
## 5704          Stx16    228960   29.611665  -2.136165e-02 0.14194699
## 5705         Xxylt1    268880   18.755970  -2.136266e-02 0.15081035
## 5706       Marcksl1     17357   69.928403  -2.136982e-02 0.13397914
## 5707          Stk40     74178   20.773035  -2.138124e-02 0.14544764
## 5708         Ccdc55      <NA>   16.277319  -2.140353e-02 0.15165396
## 5709         Zfp513    101023   14.299105  -2.140837e-02 0.15733696
## 5710          Esyt1     23943  131.912331  -2.142618e-02 0.09071337
## 5711         Zfp131     72465   29.429201  -2.142972e-02 0.13710810
## 5712          Psen1     19164   30.737855  -2.148117e-02 0.13401221
## 5713      Nipsnap3b     66536   25.588217  -2.149810e-02 0.13959739
## 5714           Ssh1    231637    9.474323  -2.151572e-02 0.16906587
## 5715          Stx4a     20909   55.179985  -2.151759e-02 0.11687086
## 5716        Plekha3     83435   15.955308  -2.152441e-02 0.15256209
## 5717       BC037034      <NA>   21.132704  -2.152652e-02 0.15388527
## 5718         Gigyf2    227331   20.772794  -2.153618e-02 0.14523767
## 5719            Tef     21685   14.963770  -2.157560e-02 0.15555668
## 5720        Tmsb15l    399591   11.458144  -2.157562e-02 0.16098301
## 5721          Pam16     66449   14.957729  -2.160987e-02 0.15531638
## 5722        Slc35a3    229782   14.939529  -2.162215e-02 0.15532295
## 5723         Fkbp1a     14225  202.245337  -2.162886e-02 0.08963135
## 5724         Zfp451     98403   15.623985  -2.163604e-02 0.15318232
## 5725          Ywhaz     22631   96.217075  -2.167669e-02 0.10135968
## 5726         Pla2g7     27226  114.298968  -2.168080e-02 0.12691704
## 5727          Shoc2     56392   20.429813  -2.168858e-02 0.14590135
## 5728           Pkig     18769  156.976745  -2.171253e-02 0.10959608
## 5729           Dtx2     74198   19.437714  -2.171768e-02 0.14809212
## 5730         Zc3h7a    106205   24.273554  -2.172512e-02 0.14232920
## 5731           Vrk3    101568   39.360233  -2.173183e-02 0.12787993
## 5732          Ssu72     68991   56.319045  -2.174265e-02 0.11946629
## 5733         Zfp865    319748   11.132004  -2.176252e-02 0.16184230
## 5734          Lrrk2     66725    9.808463  -2.176311e-02 0.16720560
## 5735        Plekho2    102595   20.097603  -2.178042e-02 0.14664733
## 5736  1810013L24Rik     69053   14.299119  -2.185776e-02 0.15681886
## 5737          Mkln1     27418   20.429648  -2.187307e-02 0.14558624
## 5738        Atp6v1a     11964   23.574467  -2.188674e-02 0.14360760
## 5739          Inadl      <NA>   22.958580  -2.189204e-02 0.16603718
## 5740    D15Ertd621e      <NA>   14.960377  -2.189265e-02 0.15471446
## 5741         Tmed10     68581   52.823768  -2.192357e-02 0.12020156
## 5742           Scd1     20249   48.008007  -2.194351e-02 0.13177235
## 5743       Rab3gap1    226407   20.436246  -2.194631e-02 0.14546693
## 5744           Far1     67420   46.708267  -2.194824e-02 0.12474563
## 5745           Wwp2     66894   29.415175  -2.195993e-02 0.13597807
## 5746         Stambp     70527   10.794777  -2.196425e-02 0.16289130
## 5747         Rabep1     54189   15.615730  -2.197605e-02 0.15276711
## 5748       Sh3bgrl3     73723  283.573022  -2.197829e-02 0.09616502
## 5749         Sdhaf4     68002   28.413011  -2.199243e-02 0.13810402
## 5750           Rad1     19355   19.446440  -2.199701e-02 0.14794117
## 5751          Ddx50     94213   44.536627  -2.200600e-02 0.12318383
## 5752         Chst15     77590   22.256532  -2.201528e-02 0.14642582
## 5753         Rb1cc1     12421   14.626072  -2.204835e-02 0.15550423
## 5754         Eftud1      <NA>   10.796192  -2.206794e-02 0.16272180
## 5755         Fam98c     73833   15.466370  -2.214700e-02 0.15793806
## 5756       Smim10l1    381820   28.752411  -2.216083e-02 0.13704185
## 5757           Ing1     26356   38.716221  -2.218164e-02 0.12772330
## 5758         Rab22a     19334   19.436147  -2.218299e-02 0.14748440
## 5759           Msi2     76626   30.389427  -2.219213e-02 0.14429908
## 5760          Pdha1     18597  107.182539  -2.219655e-02 0.10408463
## 5761          Gtf2b    229906   56.633257  -2.223515e-02 0.11746453
## 5762         Arfrp1     76688   19.116547  -2.225194e-02 0.14830018
## 5763         Zfp655     72611   14.950947  -2.225726e-02 0.15425472
## 5764         Pwwp2a     70802   19.769881  -2.227443e-02 0.14657542
## 5765          Snx27     76742   19.106306  -2.228261e-02 0.14847714
## 5766         Sdhaf1     68332   19.436750  -2.230645e-02 0.14742487
## 5767          Ccnl1     56706   50.395813  -2.233092e-02 0.12763987
## 5768        Tmem186     66690   14.955964  -2.233745e-02 0.15418265
## 5769          H2-Q2     15013   50.339565  -2.236239e-02 0.14181143
## 5770          Tstd2    272027   13.965479  -2.238285e-02 0.15710922
## 5771           Dcxr     67880    7.490992  -2.239753e-02 0.17975460
## 5772           Gga3    260302   17.460797  -2.242794e-02 0.15234961
## 5773           Uri1     19777   33.897999  -2.244318e-02 0.13141412
## 5774        Tmem214     68796   23.928204  -2.245193e-02 0.14160824
## 5775          Kat6b     54169    9.986272  -2.245732e-02 0.17158084
## 5776           Rtf1     76246   33.225441  -2.247163e-02 0.13259308
## 5777          Dapp1     26377   13.624980  -2.248940e-02 0.15792166
## 5778        Atp6ap2     70495   42.182556  -2.248952e-02 0.12588727
## 5779          Lrch1    380916   18.105422  -2.249259e-02 0.15036939
## 5780          Mak16     67920   48.892707  -2.249412e-02 0.12518837
## 5781          Acap1    216859   83.989374  -2.250681e-02 0.12864201
## 5782          Anxa5     11747   26.942813  -2.252270e-02 0.15808438
## 5783           Tep1     21745   11.971972  -2.253903e-02 0.16334171
## 5784         Lgals8     56048   19.111289  -2.255229e-02 0.14784768
## 5785          Pde6d     18582   30.884828  -2.257485e-02 0.13685735
## 5786          Tprgl     67808   92.589101  -2.257949e-02 0.11273543
## 5787          Pdcd4     18569   53.687757  -2.258473e-02 0.13105435
## 5788         Ifi204     15951    8.815916  -2.259580e-02 0.17106942
## 5789           Bdp1    544971   10.138445  -2.260937e-02 0.16483100
## 5790          Pias2     17344   18.765279  -2.262590e-02 0.14851350
## 5791        Dnajb11     67838   85.395803  -2.264515e-02 0.10798264
## 5792           Bcl9     77578    9.806069  -2.264722e-02 0.16630187
## 5793          Tmub2     72053   23.592317  -2.265175e-02 0.14208514
## 5794         Atxn2l    233871   60.175357  -2.266013e-02 0.11590398
## 5795          Etnk1     75320   47.021623  -2.266670e-02 0.12276520
## 5796           Pign     27392   10.131606  -2.269216e-02 0.16479231
## 5797       Cdkn2aip     70925   14.292355  -2.269323e-02 0.15567784
## 5798          Ttc14     67120   13.631928  -2.269445e-02 0.15778252
## 5799           Eid1     58521   27.595486  -2.269875e-02 0.14348544
## 5800           Ago1    236511   21.596765  -2.273366e-02 0.14676319
## 5801  5430416N02Rik 100503199   22.128975  -2.273691e-02 0.15017342
## 5802         Nufip2     68564   12.641971  -2.275497e-02 0.16111377
## 5803          Rnf25     57751   17.450159  -2.275977e-02 0.15166432
## 5804          Tnpo2    212999   29.272210  -2.279591e-02 0.14008317
## 5805       Ankrd13c    433667   22.928742  -2.280168e-02 0.14360473
## 5806           Cd81     12520  150.707805  -2.281512e-02 0.11029487
## 5807        Tmem203    227615   13.295691  -2.281763e-02 0.15861923
## 5808          Zfp64     22722   25.439041  -2.281910e-02 0.14277276
## 5809           Hps4    192232    9.472576  -2.283032e-02 0.16741034
## 5810         Lrpap1     16976   18.434409  -2.283310e-02 0.14916078
## 5811          Scfd1     76983   27.735895  -2.285810e-02 0.13795028
## 5812            H13     14950   40.208772  -2.287538e-02 0.12867217
## 5813          Tiprl    226591   13.950791  -2.288031e-02 0.15653023
## 5814         Atad2b    320817   13.957960  -2.288583e-02 0.15642165
## 5815          Ints3    229543   27.742041  -2.290371e-02 0.13760495
## 5816       Slc25a20     57279   27.866328  -2.293789e-02 0.15077119
## 5817            Sp1     20683   27.755104  -2.294008e-02 0.13780703
## 5818          Ptgr2     77219   17.779297  -2.296319e-02 0.15054586
## 5819          Vps36     70160   60.470463  -2.299833e-02 0.11449683
## 5820           Brf2     66653    9.800977  -2.302587e-02 0.16585660
## 5821         Zyg11b    414872   13.625825  -2.304337e-02 0.15727931
## 5822          Sirt1     93759   17.766043  -2.307373e-02 0.15056079
## 5823           Gba2    230101   12.630743  -2.309492e-02 0.16041312
## 5824          Mocs3     69372    9.140607  -2.309960e-02 0.16866504
## 5825          Hcfc2     67933    9.463660  -2.310432e-02 0.16723891
## 5826           Jrkl     77532    8.812149  -2.312666e-02 0.17032340
## 5827         Zfp664    269704   36.376514  -2.315473e-02 0.13024427
## 5828          Stim1     20866   35.036100  -2.316653e-02 0.13279617
## 5829        Izumo1r     64931   18.240199  -2.320154e-02 0.16894035
## 5830       Trappc11    320714   18.108136  -2.325548e-02 0.14953970
## 5831        Poglut1    224143   13.619996  -2.326138e-02 0.15712893
## 5832           Mdp1     67881   33.402824  -2.330335e-02 0.13527630
## 5833            Wac    225131   31.564401  -2.331812e-02 0.13406537
## 5834          Tcf20     21411   17.452783  -2.336527e-02 0.15104675
## 5835           Cbfb     12400  110.611662  -2.337425e-02 0.10019042
## 5836          Ccng2     12452   65.429401  -2.338456e-02 0.11559093
## 5837         Trim33     94093   13.291595  -2.339068e-02 0.15787751
## 5838           B9d2    232987   38.186706  -2.340444e-02 0.13165814
## 5839          Top3a     21975    9.465241  -2.340723e-02 0.16683552
## 5840        Arfgef2     99371   13.290014  -2.342239e-02 0.15787276
## 5841         Oraov1      <NA>   13.292440  -2.342906e-02 0.15790418
## 5842          Farsb     23874   38.241619  -2.343100e-02 0.13136636
## 5843           Gbas      <NA>   30.559998  -2.343729e-02 0.13609966
## 5844           Nck1     17973   43.038150  -2.344074e-02 0.12742771
## 5845          Phf23     78246   39.564644  -2.345749e-02 0.12869667
## 5846         Crebzf    233490   27.939315  -2.348196e-02 0.14147594
## 5847         Zfp821     75871   16.444066  -2.349178e-02 0.15337591
## 5848        Gprasp1     67298    9.137685  -2.352193e-02 0.16817085
## 5849         Rundc1    217201    9.139026  -2.353013e-02 0.16819073
## 5850          Dhx36     72162   21.932579  -2.353502e-02 0.14473932
## 5851          Plac8    231507  481.799392  -2.354194e-02 0.17538721
## 5852        Slc11a2     18174   24.938664  -2.354235e-02 0.15434734
## 5853          Ube2b     22210   65.785144  -2.354271e-02 0.11435537
## 5854        Trappc8     75964   17.442749  -2.354861e-02 0.15071468
## 5855          Adprm     66358   13.288598  -2.356629e-02 0.15772590
## 5856         Zfp282    101095   13.288598  -2.356629e-02 0.15772590
## 5857          Brat1    231841    9.139705  -2.357851e-02 0.16822383
## 5858          Sin3b     20467   79.896057  -2.360004e-02 0.10777447
## 5859          Ncoa1     17977    9.134447  -2.363019e-02 0.16819025
## 5860          Jmjd6    107817   28.270529  -2.364191e-02 0.14049469
## 5861       Fgfr1op2     67529   53.003994  -2.365353e-02 0.11970890
## 5862          Rpap2    231571    9.139629  -2.366314e-02 0.16818998
## 5863          Spry2     24064   12.626405  -2.367383e-02 0.15975270
## 5864          Sarnp     66118   49.172159  -2.367525e-02 0.12133497
## 5865          Rnf14     56736   29.246460  -2.368237e-02 0.13823765
## 5866          Lrch4    231798   51.993017  -2.368284e-02 0.12109362
## 5867           Arf1     11840  172.121106  -2.371957e-02 0.08645024
## 5868         Psmb10     19171   72.133459  -2.373295e-02 0.11406816
## 5869         Tbc1d1     57915   20.918952  -2.374358e-02 0.14671378
## 5870          H2-K1     14972  399.404989  -2.375090e-02 0.13027756
## 5871         Atf7ip     54343   34.741900  -2.375180e-02 0.13238583
## 5872          Iffo1    320678    9.982761  -2.376107e-02 0.16995448
## 5873          Rragc     54170   35.719835  -2.376443e-02 0.13017401
## 5874        Akr1b10     67861   11.959361  -2.377356e-02 0.16185298
## 5875          Dhx33    216877   16.129516  -2.377635e-02 0.15426419
## 5876       Tmem184c    234463   19.280704  -2.379691e-02 0.15049232
## 5877          Creb3     12913   20.610436  -2.380020e-02 0.14734920
## 5878         Vcpip1     70675   16.126652  -2.380336e-02 0.15405996
## 5879           Cipc    217732   12.632433  -2.381379e-02 0.15969496
## 5880          Srsf5     20384  218.878928  -2.385322e-02 0.08218070
## 5881          Cul4b     72584   25.742256  -2.385743e-02 0.14065220
## 5882          Phrf1    101471   25.760183  -2.386592e-02 0.14043941
## 5883          Chsy1    269941   20.272578  -2.387819e-02 0.14831430
## 5884        Gpatch2     67769   10.972915  -2.389816e-02 0.16562778
## 5885          Capzb     12345  227.606012  -2.392716e-02 0.08568532
## 5886          Ufd1l      <NA>   26.086984  -2.394117e-02 0.13962359
## 5887       Tbc1d10a    103724   12.623649  -2.394385e-02 0.15943831
## 5888          Scnm1     69269   20.940494  -2.395984e-02 0.14637208
## 5889          Pank2     74450   21.265623  -2.397130e-02 0.14558849
## 5890          Dcp1a     75901   15.784152  -2.399197e-02 0.15470177
## 5891          Wbp1l    226178   25.750403  -2.399276e-02 0.14015196
## 5892          Mob3a    208228   32.769812  -2.405099e-02 0.14981577
## 5893         Anapc4     52206   25.757846  -2.406480e-02 0.14010925
## 5894         Sec24c    218811   50.020652  -2.406906e-02 0.12350801
## 5895         Zfp830     66983   11.969669  -2.407950e-02 0.16175659
## 5896          Med26     70625   11.636931  -2.409950e-02 0.16282147
## 5897        Ier3ip1     66191   34.722073  -2.411356e-02 0.13133869
## 5898        Ankrd44    329154   19.595634  -2.411643e-02 0.14921034
## 5899         Pex11b     18632   20.261625  -2.414543e-02 0.14784008
## 5900           Dtd1     66044   27.927365  -2.416923e-02 0.14024351
## 5901  2010111I01Rik      <NA>   38.399896  -2.419449e-02 0.13381808
## 5902         Rnf130     59044   27.810734  -2.420578e-02 0.18219334
## 5903          Sphk2     56632   12.296621  -2.421037e-02 0.16038139
## 5904           Mina      <NA>   16.452792  -2.422621e-02 0.15270253
## 5905            Gba     14466   25.080139  -2.423572e-02 0.14139810
## 5906            Lxn     17035   40.815496  -2.425943e-02 0.14221973
## 5907       Tmem185b    226351   11.638950  -2.426703e-02 0.16273688
## 5908          Tor2a     30933   27.898709  -2.426997e-02 0.13997035
## 5909        Ralgps2     78255   16.097616  -2.432716e-02 0.16239251
## 5910          Ddx54     71990   55.666100  -2.433136e-02 0.12359524
## 5911           Bbc3    170770    6.998537  -2.434399e-02 0.18950597
## 5912         Ormdl1    227102   24.076846  -2.434540e-02 0.14324447
## 5913          Pfdn2     18637  100.353112  -2.436130e-02 0.10085010
## 5914       Ppp1r15b    108954   46.867564  -2.436542e-02 0.12370235
## 5915           Dda1     66498   38.212965  -2.437883e-02 0.12918165
## 5916         Rnf138     56515   20.605965  -2.439602e-02 0.14675346
## 5917          Pskh1    244631   15.778667  -2.439954e-02 0.15437785
## 5918          Evi2b    216984   10.313347  -2.442638e-02 0.16800984
## 5919         Capza1     12340   42.700920  -2.443626e-02 0.12561784
## 5920          Nrbf2    641340    7.809581  -2.445627e-02 0.17459619
## 5921          Fancm    104806   11.296432  -2.446000e-02 0.16358541
## 5922           Spop     20747   56.684829  -2.446363e-02 0.12128889
## 5923         Rnf121     75212   14.777050  -2.449406e-02 0.15697849
## 5924           Pygb    110078   37.194925  -2.450936e-02 0.13083582
## 5925         Atxn10     54138   64.801514  -2.452853e-02 0.11277182
## 5926         Prr14l    215476   11.633088  -2.454735e-02 0.16231296
## 5927           Hps3     12807   18.956152  -2.455287e-02 0.15074719
## 5928          Wdr33     74320   33.728349  -2.457998e-02 0.13252435
## 5929         Ppfia1    233977   16.116815  -2.459006e-02 0.15318430
## 5930         Arl2bp    107566   63.480306  -2.459499e-02 0.11477321
## 5931        Tmem223     66836   44.666052  -2.460645e-02 0.13943756
## 5932          Cdhr2    268663    9.827379  -2.460766e-02 0.19893080
## 5933           Pgm1     72157   19.272029  -2.461366e-02 0.14946547
## 5934         Cacul1     78832   16.115399  -2.461749e-02 0.15317911
## 5935         Fip1l1     66899   42.705201  -2.462223e-02 0.12532843
## 5936       Pla2g12a     66350   31.393748  -2.463093e-02 0.14607108
## 5937        Arfgap1    228998   20.268705  -2.464132e-02 0.14703041
## 5938           Hltf     20585   18.947501  -2.466226e-02 0.15028512
## 5939        Stk11ip     71728   18.933010  -2.467049e-02 0.15052715
## 5940          Ppil3     70225   28.583365  -2.467393e-02 0.13791922
## 5941         Tfip11     54723   20.270725  -2.468084e-02 0.14707381
## 5942          Mex3a     72640    9.316174  -2.469266e-02 0.17227435
## 5943          Rreb1     68750   11.294718  -2.470339e-02 0.16359958
## 5944           Atrx     22589   37.224530  -2.470583e-02 0.13072050
## 5945          Rab5c     19345  127.468915  -2.472379e-02 0.10528440
## 5946        Dnajc10     66861   36.865395  -2.472509e-02 0.13115747
## 5947         Ankmy2    217473   11.627018  -2.473695e-02 0.16229219
## 5948          Acox3     80911   19.123514  -2.474394e-02 0.15402565
## 5949          Gabpa     14390   28.229721  -2.475601e-02 0.13875279
## 5950         Stat5a     20850   15.456071  -2.475607e-02 0.15503391
## 5951          Rftn2     74013   37.904391  -2.476545e-02 0.13773363
## 5952         Zfp787     67109   11.626490  -2.477154e-02 0.16206452
## 5953           Eri3    140546   35.549291  -2.478097e-02 0.13419410
## 5954          Trmt5     76357   11.627335  -2.481204e-02 0.16209385
## 5955           Nfu1     56748   28.243470  -2.481370e-02 0.13843937
## 5956           Prkx     19108   13.465290  -2.482911e-02 0.16069140
## 5957          Fbxo6     50762   15.116145  -2.483396e-02 0.15577307
## 5958         Armc10     67211   50.671487  -2.484677e-02 0.12094178
## 5959         Cited2     17684   20.446545  -2.485014e-02 0.15126249
## 5960         Necap1     67602   10.973926  -2.487053e-02 0.16462437
## 5961  E330009J07Rik      <NA>    7.812596  -2.488028e-02 0.17418720
## 5962       Gpatch2l     70373   10.635250  -2.488811e-02 0.16576863
## 5963         Zbtb11    271377   14.792341  -2.489193e-02 0.15657039
## 5964          Edrf1    214764   11.630091  -2.489687e-02 0.16199680
## 5965         Zfp143     20841   15.449605  -2.490116e-02 0.15463096
## 5966         Trim32     69807   11.628675  -2.492690e-02 0.16199492
## 5967          Wdr20     69641   11.628675  -2.492690e-02 0.16199492
## 5968          Naa35     78689   24.088569  -2.494413e-02 0.14253690
## 5969          Rab8a     17274   71.099362  -2.495698e-02 0.11135433
## 5970         Fam45a      <NA>   10.963047  -2.496179e-02 0.16437668
## 5971           Nek9    217718   31.391081  -2.498037e-02 0.13683752
## 5972         Atp10d    231287   15.960934  -2.499822e-02 0.15764289
## 5973          Phtf2     68770   14.452993  -2.500204e-02 0.15779169
## 5974          Cpne1    266692   32.731977  -2.500267e-02 0.13403540
## 5975        Erbb2ip      <NA>   49.156983  -2.502044e-02 0.12813383
## 5976         Chmp2b     68942   41.696261  -2.503812e-02 0.12625995
## 5977        Prpsap2    212627   18.932662  -2.506191e-02 0.14994256
## 5978           Pum2     80913   79.402730  -2.509949e-02 0.10903828
## 5979       Cdk5rap2    214444   10.955471  -2.512609e-02 0.16437122
## 5980            Gak    231580   36.886847  -2.514166e-02 0.13022656
## 5981         Zbtb7a     16969   21.782572  -2.516223e-02 0.14758976
## 5982         Ranbp9     56705   30.390925  -2.517908e-02 0.13857088
## 5983           Mpp1     17524   96.222800  -2.518862e-02 0.12101366
## 5984          Vti1b     53612   40.366906  -2.520534e-02 0.12864601
## 5985          Ppm1d     53892   18.935976  -2.523172e-02 0.14955920
## 5986         Pnpla8     67452   19.269153  -2.523669e-02 0.14894222
## 5987         Ndufb2     68198   87.726237  -2.525520e-02 0.11436314
## 5988          Gnl3l    237107   18.604611  -2.527232e-02 0.15049128
## 5989        Lamtor2     83409  116.099600  -2.528948e-02 0.09943438
## 5990        Phf20l1    239510   14.459286  -2.529630e-02 0.15711464
## 5991           Madd    228355   22.770782  -2.531574e-02 0.14496451
## 5992         Atp5sl      <NA>   23.429812  -2.531602e-02 0.14353506
## 5993           Gys1     14936   10.630747  -2.532591e-02 0.16535505
## 5994           Gsap    212167   10.801776  -2.533599e-02 0.16990176
## 5995          Cflar     12633   10.306716  -2.537083e-02 0.16674407
## 5996         Gas2l3    237436   23.602031  -2.537339e-02 0.14773347
## 5997          Nr2c2     22026   23.093684  -2.541018e-02 0.14427957
## 5998         Zfp956    101197   10.303040  -2.542414e-02 0.16667745
## 5999          Rprd2     75137   10.635929  -2.542961e-02 0.16528184
## 6000           Arf6     11845   86.423326  -2.544897e-02 0.10649717
## 6001          Cnpy4     66455   13.780658  -2.545778e-02 0.15906019
## 6002         Fermt3    108101   89.414744  -2.546565e-02 0.11107795
## 6003        Fam179b      <NA>   10.963485  -2.549783e-02 0.16395517
## 6004           Tns3    319939   17.937541  -2.551757e-02 0.15217173
## 6005         Zfp260     26466   29.757563  -2.555409e-02 0.13884027
## 6006          Fbxw5     30839   22.433072  -2.559601e-02 0.14548579
## 6007        Trappc5     66682   25.588030  -2.560758e-02 0.14279954
## 6008        Galnt12    230145   17.611973  -2.563290e-02 0.15274133
## 6009         Ythdf2    213541   30.422786  -2.564893e-02 0.13754463
## 6010        Ppp1r10     52040   22.757090  -2.566316e-02 0.14450997
## 6011         Gtf2e1     74197   14.129336  -2.566495e-02 0.15784150
## 6012          Gtf2i     14886   53.026799  -2.568332e-02 0.12455108
## 6013         Eif4g3    230861   44.393590  -2.568507e-02 0.12978749
## 6014           Cr1l     12946   59.132946  -2.568976e-02 0.11869063
## 6015          Dctn3     53598   42.530714  -2.570823e-02 0.12825512
## 6016        Fam172a     68675   26.906841  -2.572697e-02 0.13995667
## 6017          Cpsf3     54451   44.207121  -2.575013e-02 0.12524395
## 6018            Por     18984   26.905501  -2.576380e-02 0.13987448
## 6019           Ngrn     83485   34.226722  -2.576723e-02 0.13412535
## 6020          Xrcc1     22594   47.352018  -2.578091e-02 0.12450740
## 6021  2210018M11Rik      <NA>   10.632932  -2.582843e-02 0.16494354
## 6022        Snrnp35     76167   14.120345  -2.585106e-02 0.15782191
## 6023          Ddx24     27225   68.137232  -2.586072e-02 0.11374282
## 6024         Hif1an    319594   14.125494  -2.590711e-02 0.15757572
## 6025        Pip5k1a     18720   17.946590  -2.591583e-02 0.15135870
## 6026           Snd1     56463   85.385953  -2.592461e-02 0.10724414
## 6027           Klc2     16594    9.640352  -2.592909e-02 0.16915046
## 6028          Ep400     75560   26.257425  -2.593789e-02 0.14104308
## 6029        Zdhhc24     70605    9.638936  -2.596122e-02 0.16915180
## 6030         Mrpl10    107732   35.216921  -2.596781e-02 0.13211340
## 6031         Zfp553    233887   13.465728  -2.596864e-02 0.15961238
## 6032            Tpr    108989   64.319316  -2.597978e-02 0.11472986
## 6033  2310047M10Rik      <NA>   10.298702  -2.598763e-02 0.16615089
## 6034       Trappc12    217449   18.271390  -2.599479e-02 0.15047036
## 6035           Gfm2    320806   13.791340  -2.600397e-02 0.15844080
## 6036           Ss18    268996   35.230302  -2.600779e-02 0.13217417
## 6037          Gsdmd     69146   25.927203  -2.601270e-02 0.14163518
## 6038         Sptlc1    268656   22.094671  -2.601561e-02 0.14569979
## 6039           Ufl1     67490   14.115899  -2.601870e-02 0.15751387
## 6040         Gimap6    231931  210.291589  -2.603746e-02 0.10353008
## 6041         Dyrk1b     13549    9.969489  -2.604052e-02 0.16756326
## 6042         Cc2d1a    212139    9.966402  -2.607366e-02 0.16754475
## 6043          Orai3    269999   14.118896  -2.607388e-02 0.15739647
## 6044         Ndufa3     66091  192.669385  -2.609684e-02 0.09377264
## 6045           Pigs    276846   26.583127  -2.610320e-02 0.14003932
## 6046        Fam132a      <NA>    8.971726  -2.611227e-02 0.17222877
## 6047          Cmtm7    102545  521.597317  -2.611595e-02 0.09759985
## 6048          Dmtf1     23857   17.940912  -2.614321e-02 0.15110341
## 6049          Ints6     18130   12.132229  -2.615063e-02 0.16380505
## 6050          Dgcr2     13356   34.887784  -2.616546e-02 0.13236517
## 6051        Ppp2r2a     71978   28.411954  -2.616607e-02 0.14044469
## 6052        Tbc1d23     67581   13.785104  -2.616805e-02 0.15844488
## 6053           Tnks     21951   10.300722  -2.622028e-02 0.16602645
## 6054         Sec24b     99683   17.944513  -2.622257e-02 0.15107274
## 6055          Tshz1    110796   13.114326  -2.622636e-02 0.16062147
## 6056           Tmx3     67988   26.244394  -2.625326e-02 0.14055719
## 6057           Orc4     26428   17.288348  -2.626509e-02 0.15284740
## 6058           Etv3     27049   28.935488  -2.626832e-02 0.14390518
## 6059          Atxn7    246103    9.641031  -2.629016e-02 0.16887612
## 6060           Mynn     80732    9.964307  -2.630728e-02 0.16726865
## 6061          Atp9b     50771   13.791944  -2.632891e-02 0.15822811
## 6062         Cdkn1b     12576   74.613102  -2.635949e-02 0.11646517
## 6063           Rbmx     19655   32.549839  -2.638775e-02 0.13686100
## 6064           Polb     18970   22.610322  -2.638992e-02 0.14826865
## 6065          Hdac2     15182   83.048515  -2.640498e-02 0.10890285
## 6066          Szrd1    213491   55.324793  -2.645391e-02 0.11888429
## 6067         Ikbkap      <NA>   12.800405  -2.647915e-02 0.16154347
## 6068         Zc3h7b     20286   37.721754  -2.648339e-02 0.13114365
## 6069        Fam198a      <NA>    8.639021  -2.648372e-02 0.17382053
## 6070         Tm9sf4     99237   17.272725  -2.650403e-02 0.15253809
## 6071           Fxr2     23879   33.242790  -2.652106e-02 0.13500252
## 6072          Mpv17     17527    9.964910  -2.653278e-02 0.16718893
## 6073           Gdi1     14567   40.759500  -2.655632e-02 0.14101200
## 6074          Mgrn1     17237   25.246073  -2.656475e-02 0.14237821
## 6075          Ciao1     26371   16.942998  -2.657439e-02 0.15329720
## 6076         Csf2ra     12982    8.821167  -2.657712e-02 0.17885427
## 6077          Kctd3    226823   15.959956  -2.657727e-02 0.15609299
## 6078       AW549877      <NA>   19.449869  -2.662259e-02 0.15141923
## 6079         Kbtbd4     67136   17.278073  -2.665563e-02 0.15239760
## 6080          Sepp1      <NA>  170.715497  -2.665751e-02 0.12361208
## 6081         Agpat3     28169   29.398917  -2.666897e-02 0.13807091
## 6082       Phospho2     73373   12.790429  -2.667688e-02 0.16111249
## 6083         Stoml1     69106   20.943499  -2.668331e-02 0.15186472
## 6084          Pi4ka    224020   25.581389  -2.670914e-02 0.14147662
## 6085          Sec62     69276   40.215273  -2.672394e-02 0.13045365
## 6086          Aktip     14339   13.117324  -2.672438e-02 0.16006814
## 6087          Itm2c     64294   37.387087  -2.674390e-02 0.13114051
## 6088          Marf1    223989   15.299783  -2.674764e-02 0.15785781
## 6089          Abhd8     64296   19.610318  -2.676346e-02 0.15458966
## 6090        Fam189b     68521   11.462113  -2.676874e-02 0.16571770
## 6091           Idnk     75731   17.445873  -2.677416e-02 0.15585746
## 6092           Pld4    104759   64.026480  -2.680653e-02 0.14216523
## 6093            Mnt     17428   11.808066  -2.680786e-02 0.16465566
## 6094         Yme1l1     27377   50.169025  -2.682790e-02 0.12196373
## 6095       Slc25a12     78830   15.946081  -2.682885e-02 0.15576108
## 6096           Ezh2     14056   99.813406  -2.685487e-02 0.10643123
## 6097       AI846148      <NA>   12.790504  -2.687340e-02 0.16087263
## 6098         Fbxl20     72194   11.144292  -2.687950e-02 0.16714746
## 6099         Zfp191      <NA>   20.435470  -2.689410e-02 0.14845963
## 6100          Usp9x     22284   20.764608  -2.692363e-02 0.14765757
## 6101          Ggps1     14593   12.467153  -2.693649e-02 0.16207113
## 6102           Tti2    234138    9.632776  -2.694875e-02 0.16834243
## 6103            Pxk    218699   36.714475  -2.696253e-02 0.13979355
## 6104          Ift52    245866   24.913368  -2.696779e-02 0.14267052
## 6105         Fam13b    225358   24.596823  -2.697667e-02 0.14325198
## 6106          C2cd3    277939   16.610698  -2.703273e-02 0.15373853
## 6107           Nub1     53312   32.905412  -2.705013e-02 0.13491975
## 6108         Slc4a2     20535   20.766868  -2.705223e-02 0.14754136
## 6109         Gpr137    107173    9.304978  -2.708011e-02 0.16980393
## 6110         Wrnip1     78903   28.400086  -2.709898e-02 0.13952298
## 6111         Strada     72149   16.616725  -2.712756e-02 0.15373310
## 6112          Tcf25     66855  107.823557  -2.716599e-02 0.10373728
## 6113         Zfp810    235050    9.301302  -2.717364e-02 0.16970587
## 6114          Ep300    328572   23.442607  -2.718274e-02 0.14943275
## 6115           Rcn2     26611   41.159091  -2.718900e-02 0.13672340
## 6116          Lemd3    380664   16.609886  -2.721490e-02 0.15369031
## 6117         Dicer1    192119   16.286534  -2.722711e-02 0.15470908
## 6118          Ntan1     18203   48.166617  -2.723340e-02 0.12472711
## 6119           Bcor     71458   25.753379  -2.728025e-02 0.14452843
## 6120          Atxn3    110616   12.465571  -2.728995e-02 0.16177281
## 6121  C920025E04Rik      <NA>   20.102323  -2.731571e-02 0.15667784
## 6122         Zfp407    240476    9.302222  -2.731936e-02 0.16959000
## 6123          Rdh14    105014   20.436240  -2.733012e-02 0.14806140
## 6124  2310045N01Rik      <NA>   30.233984  -2.734953e-02 0.13943776
## 6125        Mettl10      <NA>   27.065791  -2.737029e-02 0.14202827
## 6126          Limk2     16886   19.443735  -2.737652e-02 0.15036581
## 6127         Atp11c    320940   16.280914  -2.739959e-02 0.15438532
## 6128           Pum1     80912   34.085110  -2.740329e-02 0.13647897
## 6129          Zfp12    231866    8.645212  -2.741063e-02 0.17299936
## 6130           Avl9     78937   12.132757  -2.741189e-02 0.16279208
## 6131           Gmfb     63985   55.834918  -2.742310e-02 0.12022628
## 6132         Zfp217    228913   21.945570  -2.745389e-02 0.14862815
## 6133         Dnajb9     27362   14.299189  -2.745534e-02 0.16011100
## 6134         Zbtb33     56805   19.442591  -2.747836e-02 0.15039907
## 6135       Arhgef18    102098   22.628732  -2.757426e-02 0.16020277
## 6136          Zbtb2    381990   11.794761  -2.759233e-02 0.16376645
## 6137           Mon2     67074   12.458973  -2.760569e-02 0.16148137
## 6138            Was     22376   77.432399  -2.760670e-02 0.11294445
## 6139         Golgb1    224139    8.970749  -2.761080e-02 0.17098787
## 6140        L3mbtl3    237339   14.138397  -2.761852e-02 0.16455268
## 6141          Peli1     67245   18.450672  -2.762788e-02 0.15264400
## 6142          Yif1a     68090   15.611552  -2.763682e-02 0.15608926
## 6143          Cnnm3     94218    8.967827  -2.764159e-02 0.17097120
## 6144         Zfp961    234413   15.291274  -2.765157e-02 0.15704024
## 6145        Zdhhc21     68268   12.127004  -2.767638e-02 0.16261843
## 6146      Tnfaip8l2     69769   37.557751  -2.768382e-02 0.13355766
## 6147           Epc2    227867   19.771291  -2.770257e-02 0.14924869
## 6148          Bcat1     12035   16.616069  -2.770799e-02 0.16838954
## 6149            Gne     50798   14.959875  -2.773295e-02 0.15786689
## 6150           Ssh3    245857   12.977097  -2.777929e-02 0.16426978
## 6151          Cbll1    104836   12.129760  -2.780277e-02 0.16250077
## 6152        Spty2d1    101685   12.129760  -2.780277e-02 0.16250077
## 6153          Pbrm1     66923   41.683342  -2.780554e-02 0.13012793
## 6154          Parp8     52552   12.791151  -2.781944e-02 0.16938856
## 6155           Npc2     67963   63.472501  -2.785368e-02 0.13048439
## 6156        Trappc3     27096   43.010638  -2.785417e-02 0.12818752
## 6157         Commd8     27784   29.573886  -2.787287e-02 0.14002697
## 6158         Zfp212    232784   15.620982  -2.787364e-02 0.15581187
## 6159          Marc2      <NA>   86.953304  -2.791421e-02 0.11843290
## 6160          Ift22     67286   29.235229  -2.791442e-02 0.14059609
## 6161          Orai1    109305   10.808480  -2.792417e-02 0.16757936
## 6162         Bcl2l2     12050    8.637274  -2.792486e-02 0.17250368
## 6163         Zc3h14     75553   38.861669  -2.794589e-02 0.13122656
## 6164          Prex1    277360   34.573295  -2.794592e-02 0.13860296
## 6165          Adck4      <NA>    8.642215  -2.794913e-02 0.17258362
## 6166         Zfp935     71508    8.635858  -2.795892e-02 0.17250820
## 6167         Trim21     20821   13.633352  -2.796079e-02 0.16190085
## 6168  2610507B11Rik     72503   51.666696  -2.796145e-02 0.12177534
## 6169         Stard3     59045   21.929434  -2.800246e-02 0.14790486
## 6170         Golga2     99412   19.109626  -2.801879e-02 0.15069725
## 6171          Sox12     20667    8.809905  -2.804188e-02 0.20389052
## 6172       Slc25a46     67453   14.947340  -2.807346e-02 0.15750201
## 6173         Ccdc32    269336   18.438169  -2.808447e-02 0.15232506
## 6174        S100a11     20195   49.718429  -2.808537e-02 0.15387199
## 6175           Tet3    194388   10.809325  -2.812184e-02 0.16747902
## 6176          Senp7     66315   14.620958  -2.812862e-02 0.15840896
## 6177        Gpbp1l1     77110   42.051181  -2.813102e-02 0.12923379
## 6178          Bcar3     29815    9.116227  -2.813248e-02 0.17543084
## 6179        Slc16a5    217316    9.966821  -2.816070e-02 0.18638076
## 6180       Slc7a6os     66432   29.588251  -2.823912e-02 0.14002909
## 6181          Pddc1      <NA>   30.223849  -2.823959e-02 0.13849350
## 6182          Mbtd1    103537   22.596345  -2.824658e-02 0.14637170
## 6183  A430078G23Rik      <NA>    8.815140  -2.831230e-02 0.17702065
## 6184       Fra10ac1     70567   14.953564  -2.832022e-02 0.15753359
## 6185         Gigyf1     57330   16.794127  -2.832458e-02 0.15657903
## 6186          H2-Q5     15016   23.764596  -2.832805e-02 0.17436884
## 6187        Csnk2a1     12995   26.755108  -2.833033e-02 0.14141870
## 6188         Mterf3     66410   22.591811  -2.834983e-02 0.14612115
## 6189           Ppcs    106564   11.134183  -2.839721e-02 0.16578927
## 6190         Snapc3     77634   17.121894  -2.839867e-02 0.15547662
## 6191         Ankhd1    108857   26.088544  -2.841771e-02 0.14253171
## 6192         Man1a2     17156   14.282621  -2.841809e-02 0.15954929
## 6193          Usp47     74996   26.742406  -2.843216e-02 0.14123701
## 6194          Rufy3     52822    9.795821  -2.843244e-02 0.17194286
## 6195        S100a10     20194  265.697536  -2.844468e-02 0.11631517
## 6196          Tor3a     30935   13.961225  -2.844719e-02 0.16038339
## 6197          Rsbn1    229675   14.956637  -2.845039e-02 0.15731325
## 6198           Rft1    328370   10.794680  -2.847425e-02 0.16698363
## 6199          Creb1     12912   18.771814  -2.851711e-02 0.15105571
## 6200         Cep120    225523   14.950775  -2.852652e-02 0.15715119
## 6201  1500011K16Rik      <NA>   18.616594  -2.862569e-02 0.15522098
## 6202          Cnot8     69125   54.168938  -2.864024e-02 0.12067327
## 6203          Zbtb6    241322    7.979451  -2.864560e-02 0.17604844
## 6204          Helz2    229003   17.631397  -2.866798e-02 0.15779078
## 6205          Mob1a    232157   81.261076  -2.868384e-02 0.10919643
## 6206          Flad1    319945   13.966076  -2.868661e-02 0.16021179
## 6207  1810022K09Rik      <NA>   61.618565  -2.870505e-02 0.12201430
## 6208           Pigv    230801    9.143432  -2.870744e-02 0.17473153
## 6209         Tspyl2     52808   12.305716  -2.873245e-02 0.16576255
## 6210          Gbp2b     14468   14.612810  -2.877996e-02 0.18070431
## 6211         Zfp146     26465   44.542398  -2.879669e-02 0.12797106
## 6212          Sprtn    244666   14.622166  -2.880328e-02 0.15803445
## 6213           Cyld     74256   11.132601  -2.881116e-02 0.16547866
## 6214         Lrrc14    223664   11.132601  -2.881116e-02 0.16547866
## 6215          Natd1     24083   12.948500  -2.881187e-02 0.16318991
## 6216           Pdcl     67466   21.924043  -2.882065e-02 0.14722205
## 6217         Lpgat1    226856   18.115648  -2.883375e-02 0.15251600
## 6218       Arhgap18     73910   22.089531  -2.883629e-02 0.15110699
## 6219       Sh3pxd2a     14218    8.132537  -2.886277e-02 0.18126061
## 6220            Dbt     13171   11.126003  -2.886748e-02 0.16543139
## 6221          Il2rg     16186   68.314715  -2.887302e-02 0.11881408
## 6222         Uap1l1    227620   14.284335  -2.893592e-02 0.15886744
## 6223           Wbp4     22380   14.776099  -2.897670e-02 0.16176657
## 6224          Mfap3    216760   18.103188  -2.902570e-02 0.15223761
## 6225           Pak2    224105   41.700776  -2.903336e-02 0.12840257
## 6226         Gtf3c1    233863   24.432057  -2.903605e-02 0.14553246
## 6227          Surf6     20935   49.871789  -2.903832e-02 0.12707599
## 6228          Rnf40    233900   33.401390  -2.906472e-02 0.13535500
## 6229          Zfp87    170763   13.956538  -2.912850e-02 0.15973610
## 6230          Rbm18     67889   17.781419  -2.914011e-02 0.15307674
## 6231          Rbbp6     19647   36.559367  -2.914471e-02 0.13381033
## 6232          Esco1     77805   17.444159  -2.917168e-02 0.15376952
## 6233          Tmem5      <NA>   17.444192  -2.918908e-02 0.15394468
## 6234         Coro1b     23789  127.231919  -2.919100e-02 0.10005275
## 6235         Map2k7     26400   27.600093  -2.919908e-02 0.14278839
## 6236           Bet1     12068   17.440845  -2.920935e-02 0.15388074
## 6237         Akap11    219181   11.304020  -2.926632e-02 0.16904517
## 6238          Scaf1    233208   28.589734  -2.928840e-02 0.14059530
## 6239           Gnaq     14682   10.469672  -2.933123e-02 0.16791153
## 6240          Rab43     69834   43.538289  -2.933678e-02 0.14176240
## 6241        Aldh1b1     72535   10.286979  -2.934674e-02 0.17399903
## 6242        Ankrd63    383787    6.133317  -2.936918e-02 0.22538331
## 6243            Pxn     19303   42.186016  -2.940164e-02 0.14475307
## 6244          Gosr2     56494   48.346908  -2.942199e-02 0.12466182
## 6245         Fyttd1     69823   20.932930  -2.942333e-02 0.14917232
## 6246           Rcn1     19672   11.639955  -2.943820e-02 0.16782864
## 6247         Ube2d3     66105  134.902898  -2.944591e-02 0.09854132
## 6248            Taz      <NA>   32.078695  -2.948223e-02 0.13744134
## 6249          Mat2b    108645   55.001734  -2.948487e-02 0.12203880
## 6250          Uhmk1     16589   24.418304  -2.949190e-02 0.14519099
## 6251        Fam193a    231128   13.619221  -2.950504e-02 0.16048895
## 6252          Rras2     66922   24.572071  -2.951126e-02 0.14880657
## 6253        Pomgnt1     68273   13.622930  -2.952529e-02 0.16068066
## 6254        Gatad2b    229542   24.413844  -2.954203e-02 0.14493503
## 6255          Asxl2     75302   13.626664  -2.959726e-02 0.16047797
## 6256         Golga5     27277   24.086333  -2.960868e-02 0.14577873
## 6257          Vamp4     53330   10.131766  -2.962060e-02 0.16914333
## 6258         Angel2     52477   36.555252  -2.966526e-02 0.13290713
## 6259           Jund     16478   74.000219  -2.967295e-02 0.12379203
## 6260           Pygl    110095   11.481074  -2.968193e-02 0.17262386
## 6261         Zfp236    329002   10.133257  -2.968783e-02 0.16900757
## 6262       Trp53bp2    209456   10.464655  -2.969816e-02 0.16759259
## 6263         Rnf215     71673   10.136858  -2.970234e-02 0.16906038
## 6264          Rnf34     80751   34.554949  -2.970262e-02 0.13634007
## 6265       Tmsb15b1    666244    8.134647  -2.971395e-02 0.18068083
## 6266          Rchy1     68098   32.053566  -2.973014e-02 0.13716117
## 6267         Tgfbr1     21812   13.291290  -2.973319e-02 0.16159193
## 6268          Pex14     56273   20.602509  -2.974963e-02 0.14944531
## 6269          Ndst1     15531   16.445856  -2.978525e-02 0.15611197
## 6270          Ctps2     55936   10.133181  -2.979239e-02 0.16898142
## 6271          Rgs19     56470   58.035497  -2.981744e-02 0.12493243
## 6272          Mfge8     17304   26.242502  -2.983339e-02 0.14445392
## 6273           Asb2     65256   29.564835  -2.983374e-02 0.16771247
## 6274       Cdc42se1     57912   65.164124  -2.987266e-02 0.12510777
## 6275           Faim     23873   80.710389  -2.987676e-02 0.13313920
## 6276          Rexo4    227656   27.258661  -2.988265e-02 0.14254631
## 6277           Vta1     66201   39.031325  -2.988351e-02 0.13197687
## 6278         Gtpbp6    107999   17.295752  -2.989496e-02 0.15761097
## 6279           Ugdh     22235   25.898094  -2.990728e-02 0.14554502
## 6280          Zmym5    219105   15.456514  -2.991314e-02 0.15868885
## 6281            Nmi     64685   29.743729  -2.993052e-02 0.14153388
## 6282          Ikbkg     16151   10.135442  -2.994369e-02 0.16890652
## 6283          Kdm4b    193796   19.278455  -2.994791e-02 0.15243085
## 6284         Kctd10    330171   37.353111  -2.995053e-02 0.13492729
## 6285          Clip1     56430   20.268476  -2.995202e-02 0.15019044
## 6286          Ndnl2      <NA>   17.120001  -3.001757e-02 0.16140107
## 6287          Scimp    327957   33.803862  -3.002985e-02 0.17305199
## 6288         Ankib1     70797   13.289196  -3.004086e-02 0.16131322
## 6289       Atp6v1g1     66290   58.150622  -3.005454e-02 0.11998590
## 6290        Zkscan3     72739   24.931091  -3.005546e-02 0.14708976
## 6291        Ctdnep1     67181   69.930325  -3.006666e-02 0.11436803
## 6292          Dip2b    239667   11.971154  -3.006898e-02 0.16593567
## 6293           Brd1    223770   30.265316  -3.010976e-02 0.14384475
## 6294         Dis3l2    208718   16.780417  -3.016821e-02 0.15488332
## 6295          Pias3    229615    9.797446  -3.017745e-02 0.17021356
## 6296          H2-Q8     15019  108.340904  -3.018497e-02 0.15272750
## 6297         Ube2q1     70093   50.516354  -3.024356e-02 0.12384734
## 6298  1810043H04Rik      <NA>   37.042181  -3.027556e-02 0.13551897
## 6299          Gpsm1     67839   13.136825  -3.029135e-02 0.16578045
## 6300          Bccip     66165  110.520253  -3.030130e-02 0.10590714
## 6301           Use1     67023   68.800703  -3.030553e-02 0.11953438
## 6302           Ubn1    170644   38.032823  -3.033319e-02 0.13312282
## 6303           Selt      <NA>   68.256965  -3.033338e-02 0.11641186
## 6304            Rlf    109263    9.801047  -3.035312e-02 0.17014820
## 6305           Rsf1    233532    9.803307  -3.036228e-02 0.17018182
## 6306           Vwa8    219189    9.798291  -3.038257e-02 0.17013282
## 6307        Rnpepl1    108657   27.579378  -3.041781e-02 0.14134824
## 6308         Zfp397     69256   11.308391  -3.043822e-02 0.16833642
## 6309       Smarcad1     13990   14.793751  -3.044642e-02 0.16029371
## 6310           Hexa     15211    7.153910  -3.045426e-02 0.18799149
## 6311         Rnf216    108086   26.920107  -3.047080e-02 0.14264897
## 6312         Hmg20a     66867   33.874096  -3.052853e-02 0.13674784
## 6313          Obfc1      <NA>   12.606492  -3.053213e-02 0.17144614
## 6314          Hibch    227095   11.967478  -3.053779e-02 0.16558258
## 6315          Lats1     16798   12.626266  -3.055602e-02 0.16327717
## 6316         Nudt16     75686   18.266895  -3.058987e-02 0.15466251
## 6317          Sgpl1     20397   23.421112  -3.059109e-02 0.14610568
## 6318           Mdm1     17245   15.450958  -3.059686e-02 0.15836294
## 6319           Mta1    116870   60.626040  -3.060995e-02 0.11949043
## 6320          Cyhr1     54151   32.234563  -3.061225e-02 0.13945523
## 6321          H2-D1     14964  720.357103  -3.073877e-02 0.13420102
## 6322         Map3k5     26408   26.738036  -3.076051e-02 0.14687801
## 6323         Inppl1     16332   22.425883  -3.076147e-02 0.14827103
## 6324          Taf1a     21339    8.479271  -3.078234e-02 0.17723769
## 6325        Mir5133 100628602 1669.724114  -3.078283e-02 0.33529114
## 6326          Mecp2     17257    9.468836  -3.080081e-02 0.17155324
## 6327        Tmem87a    211499   26.919536  -3.082344e-02 0.14234602
## 6328         Ccdc50     67501   40.548340  -3.087852e-02 0.13186267
## 6329         Trim14     74735   18.946849  -3.090345e-02 0.15259382
## 6330        Tspan31     67125   52.006793  -3.092531e-02 0.12415337
## 6331          Reps1     19707   28.054764  -3.095230e-02 0.14383695
## 6332           Pls3    102866   11.283579  -3.095774e-02 0.16793539
## 6333        Dennd1b    329260    9.467496  -3.095787e-02 0.17141664
## 6334         Klhl17    231003   11.637362  -3.098029e-02 0.16665792
## 6335          Vps53     68299   15.452539  -3.099252e-02 0.15803380
## 6336            Smo    319757    9.476312  -3.099297e-02 0.19341153
## 6337           Hopx     74318    8.807795  -3.100656e-02 0.19970648
## 6338       Toporsos      <NA>   30.595916  -3.105594e-02 0.14247883
## 6339         Mterf2     74238   11.962220  -3.106450e-02 0.16522984
## 6340           Lrmp      <NA>  390.583244  -3.108893e-02 0.10828893
## 6341          Bod1l    665775   15.451860  -3.109634e-02 0.15789564
## 6342           Pigm     67556   10.976784  -3.110532e-02 0.16944800
## 6343          Aftph    216549   25.591715  -3.110808e-02 0.14475349
## 6344          Scyl3    240880   15.122647  -3.115897e-02 0.15884469
## 6345          Otud4     73945   26.773937  -3.116322e-02 0.14644444
## 6346       BC005537     79555  108.537188  -3.119477e-02 0.10593697
## 6347         Pggt1b    225467   15.452705  -3.126477e-02 0.15782681
## 6348           Gcc2     70297   11.959977  -3.127050e-02 0.16516084
## 6349          Tra2a    101214   93.615372  -3.127065e-02 0.12184839
## 6350           Uck1     22245   25.583943  -3.128570e-02 0.14455094
## 6351          Sp110    109032   42.238401  -3.132082e-02 0.13575666
## 6352        Slc50a1     19729   43.227272  -3.133187e-02 0.13404762
## 6353         Exosc3     66362   50.656481  -3.136448e-02 0.12579422
## 6354         Churc1    211151   35.698907  -3.141173e-02 0.14278213
## 6355         Setd1b    208043   10.972579  -3.143943e-02 0.16903937
## 6356          Supt6     20926   29.415015  -3.146083e-02 0.14045223
## 6357           Flii     14248   62.123464  -3.146359e-02 0.11925079
## 6358         Kansl3    226976   22.097515  -3.147019e-02 0.14844981
## 6359          Rbm26     74213   27.764027  -3.155873e-02 0.14376757
## 6360        Trpc4ap     56407   58.306781  -3.158228e-02 0.12100281
## 6361         Zranb1    360216   18.271218  -3.160794e-02 0.15373225
## 6362          Rock1     19877   40.209785  -3.161585e-02 0.13150231
## 6363           Snx6     72183   54.476001  -3.165024e-02 0.12309432
## 6364        Zbtb8os     67106   29.064516  -3.165446e-02 0.14097970
## 6365           Sae1     56459  152.868226  -3.167590e-02 0.10616251
## 6366        Rapgef5    217944   18.951437  -3.168555e-02 0.15919001
## 6367          Chic2     74277   21.426191  -3.168904e-02 0.14963469
## 6368  9930021J03Rik    240613    8.802547  -3.171826e-02 0.17447767
## 6369         Zfp654     72020    8.802547  -3.171826e-02 0.17447767
## 6370         Nfe2l1     18023   28.418187  -3.173208e-02 0.14220658
## 6371         Chchd7     66433   44.186003  -3.175316e-02 0.13225251
## 6372         Rnf135     71956    8.802472  -3.176078e-02 0.17450708
## 6373         H2-Q10     15007   76.253343  -3.176288e-02 0.14818257
## 6374        Eps15l1     13859   32.242223  -3.177184e-02 0.13845719
## 6375           Tcf7     21414    8.336074  -3.177829e-02 0.19739875
## 6376         Zfp777     72306   14.787515  -3.179503e-02 0.15946258
## 6377        Atp6v1d     73834   42.027025  -3.181223e-02 0.13179089
## 6378          Actr5    109275   14.456282  -3.182930e-02 0.16039837
## 6379         Galnt7    108150   25.748920  -3.187515e-02 0.14758124
## 6380        Pitpnm2     19679   16.955833  -3.188536e-02 0.15732930
## 6381          Llgl1     16897   20.754028  -3.188898e-02 0.15126758
## 6382          Ubxn7    224111   11.629348  -3.191191e-02 0.16605309
## 6383          Patz1     56218   37.894660  -3.194344e-02 0.13513534
## 6384         Pecam1     18613   46.544697  -3.195686e-02 0.13468741
## 6385         Pik3r6    104709   16.632049  -3.196012e-02 0.16485160
## 6386       Ammecr1l    225339   17.946768  -3.197559e-02 0.15434553
## 6387           Dhx8    217207   28.407732  -3.197998e-02 0.14186099
## 6388        Fam216a     68948   28.078775  -3.199321e-02 0.14257014
## 6389           Phf3    213109   21.434237  -3.199986e-02 0.14952766
## 6390          Naa30     70646   11.297950  -3.200253e-02 0.16725775
## 6391          Zfp69    381549   13.792692  -3.201463e-02 0.16249468
## 6392           Pvt1     19296    4.665543  -3.201475e-02 0.21528772
## 6393          Kdm3a    104263   20.773702  -3.201767e-02 0.15098609
## 6394          Mien1    103742   55.995425  -3.202044e-02 0.12386723
## 6395          Fnbp1     14269   35.387905  -3.202716e-02 0.13623697
## 6396       Tctex1d2      <NA>   17.609465  -3.202788e-02 0.15525609
## 6397          Usp34     17847   27.417666  -3.208317e-02 0.14378747
## 6398          Itfg1     71927   24.575607  -3.210953e-02 0.14602012
## 6399  1600014C10Rik     72244   24.253158  -3.211545e-02 0.14674800
## 6400         Repin1     58887   17.460199  -3.212411e-02 0.15921310
## 6401            Apc     11789   10.967156  -3.213737e-02 0.16860555
## 6402           Hes5     15208   10.637943  -3.221212e-02 0.17002783
## 6403          H2-Q7     15018   38.203720  -3.225330e-02 0.17549429
## 6404          Nfkb2     18034   16.944408  -3.225372e-02 0.15672158
## 6405        Irf2bp1    272359   24.588637  -3.229031e-02 0.14586589
## 6406          Zbed3     72114   22.575656  -3.232871e-02 0.15048625
## 6407         Crebbp     12914   13.464140  -3.234493e-02 0.16335284
## 6408           Lgr5     14160   10.303267  -3.240413e-02 0.18100936
## 6409         Alkbh6    233065   16.950783  -3.246826e-02 0.15671183
## 6410          Litaf     56722   14.950419  -3.250708e-02 0.16228975
## 6411        Zmynd11     66505   39.183357  -3.252603e-02 0.13981209
## 6412        Tmem50b     77975   18.453092  -3.254493e-02 0.15631703
## 6413          Dcaf7     71833   40.692557  -3.258166e-02 0.13358993
## 6414           Lrp6     16974   10.965740  -3.260425e-02 0.16833841
## 6415          Uspl1    231915   20.439834  -3.269753e-02 0.15136579
## 6416           Zeb2     24136   13.459561  -3.277304e-02 0.16316017
## 6417          Atg12     67526   20.433477  -3.278287e-02 0.15125431
## 6418         Fbxo38    107035   23.929716  -3.278461e-02 0.14694621
## 6419            Zfx     22764   13.790356  -3.278543e-02 0.16200582
## 6420        Slc37a2     56857   19.773742  -3.281405e-02 0.15298782
## 6421          Zzef1    195018   10.632926  -3.282698e-02 0.16961284
## 6422          Cpsf7    269061   41.047633  -3.285713e-02 0.13252157
## 6423        Clcn4-2      <NA>   18.603166  -3.288415e-02 0.15911495
## 6424       Tnfrsf26    244237   13.800982  -3.288959e-02 0.19187300
## 6425           Gbp2     14469   31.886709  -3.289455e-02 0.17288790
## 6426           Rgs2     19735   35.537849  -3.294166e-02 0.13836351
## 6427          Cd244      <NA>   35.593330  -3.295940e-02 0.14440074
## 6428          Psrc1     56742   13.292416  -3.296883e-02 0.18381060
## 6429         Zfp868    234362   19.448778  -3.299090e-02 0.15364330
## 6430          Ywhag     22628   54.048921  -3.299853e-02 0.13224662
## 6431            Ly9     17085   36.743767  -3.300067e-02 0.14508097
## 6432        Dnajc14     74330   20.104023  -3.303778e-02 0.15192014
## 6433          Cxcr5     12145   28.064404  -3.303889e-02 0.22584684
## 6434         Sfswap    231769   30.901402  -3.305248e-02 0.13970418
## 6435          Terf2     21750   30.905924  -3.305272e-02 0.13976778
## 6436       Arhgap10     78514   19.254655  -3.305351e-02 0.15776409
## 6437           Cd69     12515   17.301975  -3.307789e-02 0.16845849
## 6438          Sirt7    209011   40.567208  -3.309201e-02 0.13640429
## 6439           Edc4    234699   23.265866  -3.310603e-02 0.14819082
## 6440           Tpp2     22019   41.377494  -3.311427e-02 0.13152353
## 6441         Yeats2    208146   12.796873  -3.313129e-02 0.16526507
## 6442          Tmed5     73130   30.570520  -3.317443e-02 0.14026021
## 6443       Fam160b2      <NA>   12.458439  -3.321448e-02 0.16625252
## 6444          Rmnd1     66084   14.143398  -3.323955e-02 0.16855082
## 6445          Ube3a     22215   19.774994  -3.326480e-02 0.15266554
## 6446         Hivep3     16656    9.304070  -3.328240e-02 0.17624907
## 6447       Zkscan14     67235    9.971578  -3.334505e-02 0.17248308
## 6448          Shprh    268281   10.301636  -3.335995e-02 0.17091180
## 6449         Fbxw11    103583   29.901005  -3.337129e-02 0.14147704
## 6450           Pisd    320951   33.242252  -3.341896e-02 0.14185729
## 6451        Smarca5     93762   58.986292  -3.348255e-02 0.12428302
## 6452         Chchd5     66170   10.299375  -3.351519e-02 0.17078389
## 6453          Armc5    233912   13.125332  -3.352993e-02 0.16382447
## 6454          Mark4    232944   15.282814  -3.354211e-02 0.16067985
## 6455         Tnrc6a    233833   19.114821  -3.355063e-02 0.15415805
## 6456          Usp48    170707   22.602683  -3.355595e-02 0.14936792
## 6457           Ktn1     16709   29.249569  -3.358797e-02 0.14248598
## 6458          Zap70     22637   42.316826  -3.358901e-02 0.16982192
## 6459          Ccnt2     72949   20.950095  -3.359356e-02 0.15313225
## 6460         Pcyox1     66881   15.460516  -3.362889e-02 0.16376262
## 6461           Irs2    384783    8.639121  -3.364459e-02 0.18011376
## 6462          Exoc2     66482   26.084819  -3.368126e-02 0.14533887
## 6463           Stx6     58244   29.563174  -3.370035e-02 0.14175826
## 6464        Slc30a5     69048   70.244734  -3.370759e-02 0.12827988
## 6465          Ddx46    212880   52.987716  -3.371766e-02 0.12673021
## 6466          Exoc3    211446   19.433080  -3.373828e-02 0.15312429
## 6467          Rap2b     74012    9.632935  -3.375224e-02 0.17403350
## 6468         Tapbpl    213233   13.622543  -3.375477e-02 0.16585171
## 6469  0610030E20Rik     68364   12.791177  -3.381756e-02 0.16477473
## 6470           Tug1    544752   35.224776  -3.383416e-02 0.13815135
## 6471          Cant1     76025   22.596580  -3.386858e-02 0.14909468
## 6472        Ceacam1     26365   14.292494  -3.387222e-02 0.16356055
## 6473          Ptpn6     15170  142.601823  -3.387567e-02 0.10820259
## 6474         Btbd10     68815   15.942175  -3.388074e-02 0.15859126
## 6475         Celsr1     12614    7.986888  -3.388699e-02 0.18500198
## 6476          Syne3    212073    9.298241  -3.390544e-02 0.17600452
## 6477        Zc3h11a     70579   47.209081  -3.392604e-02 0.13147118
## 6478         Dlgap4    228836   12.972149  -3.392803e-02 0.16818566
## 6479        Bcl2l12     75736   28.585027  -3.396743e-02 0.14339735
## 6480           Chd7    320790   14.300541  -3.396812e-02 0.16365903
## 6481         Tspyl1     22110   39.706542  -3.397088e-02 0.13347834
## 6482          Ddx47     67755   60.978323  -3.398823e-02 0.12081079
## 6483          Chtop     66511   89.225108  -3.400316e-02 0.11031347
## 6484           Mdn1    100019   15.148702  -3.401187e-02 0.17152973
## 6485         B3glct    381694   14.274238  -3.401512e-02 0.16366973
## 6486         Shisa5     66940  185.029114  -3.404020e-02 0.11873604
## 6487         Golga3    269682   12.791781  -3.409273e-02 0.16472273
## 6488           Ulk2     29869   12.456706  -3.409936e-02 0.16586310
## 6489          Rnf38     73469   25.757097  -3.411785e-02 0.14562786
## 6490           Ttc3     22129   17.114849  -3.417272e-02 0.15870760
## 6491         Cdc25b     12531  108.616687  -3.418648e-02 0.15183920
## 6492         Fam35a      <NA>    9.634185  -3.423068e-02 0.17373436
## 6493        Tmem168    101118   12.462568  -3.423951e-02 0.16587096
## 6494        Hnrnpdl     50926  101.926461  -3.424136e-02 0.12604862
## 6495        Arl6ip1     54208  406.347069  -3.424161e-02 0.08909343
## 6496           Lnx2    140887    9.631354  -3.430651e-02 0.17375187
## 6497          Zmym2     76007   19.605990  -3.432043e-02 0.15569105
## 6498         Dnajc5     13002   49.507994  -3.434602e-02 0.12731805
## 6499           Fzd6     14368   21.944195  -3.436141e-02 0.16213253
## 6500           Vimp      <NA>   53.344766  -3.439707e-02 0.13128118
## 6501        Gm16973 100503823    7.977577  -3.448859e-02 0.18426441
## 6502           Szt2    230676    9.307233  -3.449701e-02 0.17546438
## 6503          Maml3    433586   12.122990  -3.450200e-02 0.16695199
## 6504          Bcl7b     12054   24.750400  -3.451544e-02 0.14738538
## 6505           Ubr1     22222   15.284262  -3.453382e-02 0.16024628
## 6506         Pou2f1     18986    9.632770  -3.454608e-02 0.17359031
## 6507         Slc4a7    218756   35.192500  -3.456524e-02 0.14370471
## 6508          Ttc33     67515   28.582558  -3.460726e-02 0.14302753
## 6509         Zfp148     22661   15.285844  -3.465784e-02 0.16015073
## 6510          Casp6     12368   14.945511  -3.466391e-02 0.16110829
## 6511          Irak3     73914   11.791757  -3.469869e-02 0.16808814
## 6512          Sh2d5    230863    7.673785  -3.472099e-02 0.21930946
## 6513          Tmed7     66676   52.330171  -3.472556e-02 0.12585313
## 6514        Ccdc88b     78317   17.624554  -3.473659e-02 0.16059973
## 6515            Btk     12229  119.816549  -3.474092e-02 0.10517477
## 6516            Unk    217331   17.783266  -3.474225e-02 0.15682944
## 6517         Gm8909    667977   25.745982  -3.476243e-02 0.15715399
## 6518          Edem1    192193   17.111097  -3.477724e-02 0.15838531
## 6519          Rsrc2    208606   55.825838  -3.484470e-02 0.12390842
## 6520          Fbxl8     50788    8.967987  -3.484715e-02 0.17717608
## 6521         Zfp507    668501    8.970247  -3.485510e-02 0.17721294
## 6522           Gas8    104346    9.304236  -3.485665e-02 0.17533332
## 6523           Mnd1     76915   20.082686  -3.486996e-02 0.15782089
## 6524           Araf     11836   32.588303  -3.488677e-02 0.14197992
## 6525           Ric1    226089   12.123835  -3.490723e-02 0.16679543
## 6526          Stag2     20843   78.555489  -3.494065e-02 0.11569553
## 6527          Pde9a     18585   13.618741  -3.497046e-02 0.21361462
## 6528        Plekhg2    101497   20.267262  -3.504939e-02 0.15365638
## 6529        Tmem230     70612    8.969402  -3.509049e-02 0.17701201
## 6530        Ankrd17     81702   30.743038  -3.514835e-02 0.14169407
## 6531        Zscan25    666311   13.957528  -3.522191e-02 0.16397515
## 6532          Sike1     66641   24.089128  -3.522417e-02 0.14829128
## 6533      Serpinb1a     66222   45.251272  -3.522747e-02 0.16274710
## 6534           Prep     19072  135.807574  -3.525641e-02 0.14746271
## 6535          Il12a     16159   23.737018  -3.528169e-02 0.16551967
## 6536         Txnrd1     50493   45.881818  -3.530955e-02 0.13884311
## 6537          Foxj3    230700   14.620083  -3.532117e-02 0.16193788
## 6538            Mr1     15064    8.966164  -3.536898e-02 0.17699287
## 6539           Mxd4     17122   60.195160  -3.539580e-02 0.14292927
## 6540        Col27a1    373864   25.592409  -3.540887e-02 0.14852764
## 6541         Smim19    102032   16.435608  -3.542322e-02 0.16016819
## 6542           Dars    226414   60.823441  -3.544638e-02 0.12280503
## 6543          Tbl1x     21372   40.862998  -3.544771e-02 0.13366905
## 6544      Serpina3f    238393    8.140791  -3.549803e-02 0.21944042
## 6545          Lin52    217708    8.966405  -3.550574e-02 0.17686141
## 6546          Mtmr1     53332   14.280429  -3.553027e-02 0.16289782
## 6547           Ppid     67738   59.486532  -3.554851e-02 0.12493776
## 6548          Anks3     72615   13.957286  -3.559587e-02 0.16382899
## 6549          Chtf8    214987   87.076882  -3.560693e-02 0.11338566
## 6550         Nipal3     74552   12.296081  -3.563405e-02 0.16973124
## 6551         Zfp281    226442   11.135535  -3.568412e-02 0.17059604
## 6552       Tmem255a    245386   93.226067  -3.570166e-02 0.14868915
## 6553          Cecr2    330409   36.855905  -3.571203e-02 0.14022632
## 6554           Dlx1     13390   21.654162  -3.573403e-02 0.20151230
## 6555          Znrf1    170737   26.281632  -3.576053e-02 0.15293676
## 6556          Impa1     55980   39.203157  -3.577088e-02 0.13584996
## 6557         Dnajb5     56323    8.638608  -3.578336e-02 0.17880253
## 6558         Phf21a    192285    8.637192  -3.582331e-02 0.17881531
## 6559        Pramef8      <NA>    8.637192  -3.582331e-02 0.17881531
## 6560          Chpf2    100910   12.963125  -3.585308e-02 0.16716083
## 6561           Urb2    382038   17.114882  -3.588137e-02 0.15790430
## 6562          Arl11    219144   10.967282  -3.591039e-02 0.17541097
## 6563        Tmem180      <NA>   12.618189  -3.595784e-02 0.16869967
## 6564           Crkl     12929   33.219745  -3.596403e-02 0.13978339
## 6565           Rbl2     19651   16.439285  -3.600767e-02 0.15986769
## 6566          Smcr8    237782   13.623057  -3.601735e-02 0.16472784
## 6567         Zbtb17     22642   13.954289  -3.602817e-02 0.16366347
## 6568          Trak1     67095   31.560244  -3.604080e-02 0.14289394
## 6569          Pank4    269614   32.244641  -3.611329e-02 0.14157605
## 6570         Rnf167     70510   42.711044  -3.612414e-02 0.13316502
## 6571          Stat3     20848   32.906834  -3.616399e-02 0.14032826
## 6572           Mafk     17135   24.281965  -3.619144e-02 0.15654661
## 6573         Clec2i     93675    9.810110  -3.620695e-02 0.19965672
## 6574          Celf2     14007   52.145764  -3.621082e-02 0.12819246
## 6575         Mcm3ap     54387   19.937237  -3.621449e-02 0.15388532
## 6576         Ppp6r1    243819  167.139754  -3.622663e-02 0.09850225
## 6577         Sec11c     66286  160.521828  -3.625748e-02 0.10731823
## 6578           Helz     78455   13.621475  -3.626798e-02 0.16463412
## 6579         Zfp869     66869   16.776810  -3.627825e-02 0.15859624
## 6580          Ano10    102566   15.122914  -3.632512e-02 0.17659095
## 6581        Slc38a1    105727   44.230444  -3.632756e-02 0.13942031
## 6582         Amotl1     75723   28.218298  -3.635526e-02 0.17756152
## 6583          Apaf1     11783   19.600252  -3.637124e-02 0.15460291
## 6584          Mylip    218203   21.619792  -3.638541e-02 0.16663545
## 6585          Esrra     26379   16.628645  -3.647226e-02 0.16241535
## 6586          Kmt2b     75410   18.285570  -3.648641e-02 0.15792354
## 6587           Mia3    338366   19.599845  -3.653014e-02 0.15455713
## 6588          Manea    242362   13.282591  -3.653111e-02 0.16577029
## 6589         Sh2d2a     27371   10.799908  -3.653718e-02 0.18042253
## 6590         Lrrc8d    231549   19.268537  -3.654508e-02 0.15535466
## 6591           Tbk1     56480   32.229127  -3.656717e-02 0.14130606
## 6592           Itch     16396   28.413645  -3.657046e-02 0.14511864
## 6593           Heg1     77446   10.465932  -3.657999e-02 0.17337968
## 6594         Ndfip2     76273   22.081613  -3.658176e-02 0.15190492
## 6595        Cyp4f18     72054   31.952792  -3.658196e-02 0.18905137
## 6596         Ogfrl1     70155   17.953482  -3.661168e-02 0.17062468
## 6597       Slc38a10     72055   35.390755  -3.662352e-02 0.13856524
## 6598           Alg2     56737   13.293786  -3.663253e-02 0.16574371
## 6599          Rab2b     76338    9.801357  -3.665255e-02 0.17652304
## 6600          Huwe1     59026   50.036764  -3.667830e-02 0.13356102
## 6601           Pan3     72587   36.242148  -3.672521e-02 0.14048713
## 6602         Zcchc2    227449   19.784327  -3.679312e-02 0.15735773
## 6603         Zfp638     18139   28.416750  -3.680839e-02 0.14502865
## 6604          Stap1     56792   31.559889  -3.688133e-02 0.14813855
## 6605        Ankrd28    105522   59.988167  -3.692954e-02 0.12527120
## 6606          Cstf1     67337   32.233192  -3.695059e-02 0.14089335
## 6607          Arid2     77044   23.264653  -3.697487e-02 0.15225578
## 6608          Pink1     68943   23.916013  -3.701213e-02 0.15093669
## 6609        Sharpin    106025   45.886361  -3.703310e-02 0.13642045
## 6610         Zbtb24    268294   12.953529  -3.707491e-02 0.16665281
## 6611          Fnbp4     55935   43.067733  -3.708456e-02 0.13801653
## 6612         Ppp3ca     19055   62.457074  -3.711186e-02 0.12532630
## 6613         Atp10a     11982    9.462340  -3.711893e-02 0.17859396
## 6614            Rfk     54391   52.207580  -3.712502e-02 0.14622944
## 6615          Vps39    269338   18.281652  -3.715291e-02 0.15762170
## 6616          Rnf44    105239   43.575854  -3.719648e-02 0.13999691
## 6617        Pik3c2a     18704   11.955996  -3.720439e-02 0.17074896
## 6618           Mkl1      <NA>   19.776205  -3.722939e-02 0.15704461
## 6619          Mex3c    240396   24.917439  -3.724710e-02 0.14869639
## 6620          Sept1      <NA>  189.480745  -3.726867e-02 0.10725949
## 6621          Ino80     68142   15.454794  -3.728917e-02 0.16207631
## 6622         Fam32a     67922   54.002788  -3.729733e-02 0.12719078
## 6623          Mylpf     17907    9.457215  -3.729999e-02 0.17830402
## 6624           Amz2     13929   20.436321  -3.730077e-02 0.16115367
## 6625          Jkamp    104771   12.618487  -3.740039e-02 0.16786208
## 6626          Cdipt     52858   41.556257  -3.740688e-02 0.13698981
## 6627          Hook1     77963    7.316808  -3.741007e-02 0.20392657
## 6628          Dclk2     70762   21.110053  -3.742988e-02 0.15395282
## 6629        Zfp518a     72672   10.130253  -3.744056e-02 0.17448192
## 6630         Tspyl3    241732   10.133854  -3.744832e-02 0.17453596
## 6631          Iqcb1    320299    9.797439  -3.746169e-02 0.17620977
## 6632          Setd5     72895   33.730051  -3.746997e-02 0.14118821
## 6633          Herc2     15204   15.956253  -3.747322e-02 0.16380142
## 6634           Lzic     69151   24.585247  -3.753700e-02 0.14936139
## 6635  1300002E11Rik 100043489   17.944534  -3.762410e-02 0.15841235
## 6636         Sh3bp2     24055   14.461972  -3.764059e-02 0.16506229
## 6637          Rad52     19365   11.964550  -3.766755e-02 0.17028953
## 6638          Gnai3     14679   76.408396  -3.768865e-02 0.11782192
## 6639          Kdm1a     99982   54.325557  -3.769391e-02 0.12658572
## 6640        Aldh3a2     11671   17.929889  -3.772209e-02 0.15823139
## 6641         Zfp715     69930   20.454736  -3.773540e-02 0.16113037
## 6642          Stat2     20847   17.287523  -3.775683e-02 0.16013287
## 6643          Tm2d1     94043   17.938144  -3.778918e-02 0.15814274
## 6644         Zfp110     65020   21.429969  -3.780508e-02 0.15285776
## 6645          Prr14    233895   25.764501  -3.784755e-02 0.14972848
## 6646         Zfp319     79233    9.799700  -3.785413e-02 0.17608113
## 6647           Ubr3     68795   15.448120  -3.786520e-02 0.16186044
## 6648           Rfx5     53970   15.118412  -3.787576e-02 0.16292008
## 6649         Mageh1     75625    8.309219  -3.788390e-02 0.20653399
## 6650           Gzf1     74533   12.289845  -3.788397e-02 0.16888586
## 6651          Ddx42     72047   43.209588  -3.788640e-02 0.13425133
## 6652        Rapgef4     56508   10.308799  -3.791662e-02 0.17811264
## 6653         Csnk1d    104318   69.123854  -3.794996e-02 0.12085696
## 6654         Rnf146     68031   17.943161  -3.795762e-02 0.15808913
## 6655          Taok2    381921   32.078999  -3.799813e-02 0.14360333
## 6656           Abl1     11350   42.845935  -3.801523e-02 0.13454087
## 6657       Mapk1ip1     69546   10.967556  -3.802021e-02 0.17462704
## 6658            Fes     14159   42.897624  -3.808203e-02 0.14862911
## 6659         Kbtbd2    210973   20.112951  -3.809781e-02 0.15589623
## 6660        Dnajc30     66114   15.113724  -3.812761e-02 0.16276022
## 6661         Zfp358    140482   13.448073  -3.818756e-02 0.16811307
## 6662          Tradd     71609   27.084804  -3.818825e-02 0.14692155
## 6663        Fam136a     66488   48.535409  -3.825504e-02 0.13762161
## 6664          Usp38     74841   23.919511  -3.825606e-02 0.15020499
## 6665           Ttf1     22130   11.957952  -3.833248e-02 0.17002710
## 6666         Tnrc6c    217351   13.790788  -3.833509e-02 0.16713755
## 6667  2610008E11Rik     72128    9.136092  -3.837756e-02 0.17982249
## 6668          Wdr11    207425   20.760937  -3.839958e-02 0.15413777
## 6669           Xpr1     19775   17.937166  -3.840766e-02 0.15797174
## 6670        Dennd4b    229541   14.456955  -3.849238e-02 0.16469244
## 6671           Arnt     11863   17.606296  -3.856798e-02 0.15886110
## 6672         R3hdm2     71750   23.920793  -3.861200e-02 0.15014498
## 6673            Gls     14660   45.060348  -3.861891e-02 0.13951863
## 6674         Cep170    545389   16.949437  -3.869650e-02 0.16055869
## 6675          Gmcl1     23885   20.426707  -3.873117e-02 0.15476202
## 6676           Irf3     54131   48.042732  -3.874819e-02 0.13480269
## 6677         Pik3ca     18706   14.450282  -3.887068e-02 0.16458487
## 6678           Med1     19014   28.919722  -3.890526e-02 0.14616801
## 6679  1600002K03Rik      <NA>   19.445189  -3.891349e-02 0.15725076
## 6680          Cdc73    214498   26.084393  -3.893898e-02 0.14858625
## 6681          Acap2     78618   22.914534  -3.894875e-02 0.15220245
## 6682          Ginm1    215751   19.421534  -3.900948e-02 0.15712243
## 6683        Gm11974      <NA>   36.119028  -3.901025e-02 0.15594157
## 6684       AU040320    100317   14.114305  -3.904983e-02 0.16563770
## 6685          Mgat2    217664   48.705639  -3.907067e-02 0.13381310
## 6686        Zdhhc17    320150   10.969576  -3.913372e-02 0.17428560
## 6687          Ganab     14376   83.227628  -3.915450e-02 0.11674163
## 6688           Adss     11566   84.409378  -3.918495e-02 0.11855050
## 6689        Gramd1a     52857   54.572562  -3.918630e-02 0.15159338
## 6690        Tmem127     69470   19.768281  -3.919882e-02 0.15618820
## 6691       Prickle3     54630   10.638857  -3.922163e-02 0.17589673
## 6692          Abhd1     57742    9.133698  -3.925366e-02 0.17967323
## 6693         Itprip    414801   15.942815  -3.927123e-02 0.16312282
## 6694          Papd5      <NA>   21.610700  -3.930606e-02 0.15501698
## 6695        Zfp36l1     12192   68.477099  -3.931261e-02 0.12622325
## 6696          Rnf20    109331   34.570758  -3.931745e-02 0.14146362
## 6697          Rbm12     75710   29.235554  -3.933902e-02 0.14518440
## 6698       Spata5l1    214616   11.807227  -3.934663e-02 0.17459939
## 6699         Gpr132     56696   14.801182  -3.950693e-02 0.17011800
## 6700         Sorcs2     81840    6.131824  -3.952423e-02 0.23575081
## 6701        Zdhhc20     75965   32.564778  -3.954025e-02 0.14466024
## 6702         Ccdc91     67015    7.967621  -3.954229e-02 0.20966998
## 6703          Trit1     66966   12.135081  -3.958176e-02 0.17293155
## 6704         Dnmt3a     13435   18.116886  -3.961730e-02 0.16034089
## 6705       Atxn7l3b    382423   62.970009  -3.962761e-02 0.12467653
## 6706        Rapgef6    192786   36.723794  -3.965078e-02 0.14033299
## 6707         Trip11    109181    8.804560  -3.970244e-02 0.18168463
## 6708          Sar1a     20224   62.954132  -3.970502e-02 0.12456619
## 6709           Cog5    238123   22.592764  -3.971785e-02 0.15263532
## 6710         Eif2b2    217715   63.494512  -3.972064e-02 0.13230917
## 6711         Slc1a5     20514  101.604412  -3.973272e-02 0.12828630
## 6712            Bre      <NA>   45.836125  -3.973285e-02 0.13443419
## 6713        Fam110a     73847   23.742224  -3.977703e-02 0.15302577
## 6714         Tmem18    211986   18.436080  -3.978321e-02 0.15942407
## 6715          Chmp5     76959   41.381052  -3.979882e-02 0.13846479
## 6716         Rnf169    108937   13.453065  -3.982603e-02 0.16783941
## 6717           Cnr2     12802   19.597223  -3.985641e-02 0.17494461
## 6718         Commd6     66200   36.534937  -3.987933e-02 0.14322087
## 6719           Lax1    240754   57.073600  -3.989080e-02 0.16711725
## 6720           Tia1     21841   34.919821  -3.991240e-02 0.14608438
## 6721           Gab2     14389   10.286776  -3.992798e-02 0.17753202
## 6722          Lsm10    116748   15.946265  -3.995806e-02 0.16299019
## 6723           Dpp3     75221   43.036891  -3.996859e-02 0.13570291
## 6724          Traf6     22034   19.103034  -4.004543e-02 0.15763321
## 6725          Rab5b     19344   21.273968  -4.005166e-02 0.15546088
## 6726          Mbnl1     56758  153.272697  -4.006507e-02 0.11719648
## 6727         Rsbn1l    242860   19.107613  -4.007834e-02 0.15755898
## 6728          Ap1g1     11765   22.257029  -4.012082e-02 0.15318012
## 6729           Smg6    103677   23.431285  -4.016634e-02 0.15350216
## 6730          Ptch1     19206   10.963657  -4.017757e-02 0.17399087
## 6731          Cd180     17079   51.112530  -4.021506e-02 0.14566807
## 6732         Prmt10      <NA>   14.613008  -4.026606e-02 0.16693561
## 6733          Copb1     70349   70.413541  -4.028237e-02 0.12284386
## 6734           Mtf2     17765   45.206369  -4.039460e-02 0.13507436
## 6735            Dbp     13170    8.643213  -4.041546e-02 0.18851737
## 6736        Clptm1l    218335   65.138266  -4.041558e-02 0.12388865
## 6737         Tgoln2     22135    9.637152  -4.042294e-02 0.18150189
## 6738  A630023P12Rik    231603    8.985843  -4.046907e-02 0.19751693
## 6739          Mgat5    107895   11.457736  -4.053542e-02 0.17585375
## 6740          Cpsf2     51786   41.380054  -4.059019e-02 0.13794667
## 6741           Phkb    102093   13.121833  -4.062725e-02 0.16874251
## 6742           Uso1     56041   30.731945  -4.066471e-02 0.14462879
## 6743            Eng     13805   58.294300  -4.067765e-02 0.13004336
## 6744        Slc23a2     54338    8.471010  -4.069908e-02 0.18380648
## 6745          C2cd5     74741   22.415610  -4.083768e-02 0.15553558
## 6746           Vasp     22323  118.214442  -4.086451e-02 0.12069676
## 6747         Vps13b    666173   17.448502  -4.089445e-02 0.16161173
## 6748          Rnf13     24017   34.396828  -4.090014e-02 0.14357584
## 6749           Ctso    229445   15.283006  -4.090656e-02 0.16478578
## 6750            Osm     18413    6.819781  -4.095380e-02 0.20089478
## 6751            Abr    109934   24.232479  -4.097815e-02 0.15448298
## 6752          Prr12    233210   12.459716  -4.110967e-02 0.17113055
## 6753            Aga     11593   12.126992  -4.111329e-02 0.17251482
## 6754          Sf3b1     81898  135.909947  -4.113942e-02 0.10836499
## 6755           Hes6     55927   63.337433  -4.118483e-02 0.14040045
## 6756         Sqstm1     18412   89.599204  -4.119178e-02 0.13318238
## 6757       Cyb561d1     72023    8.139536  -4.124098e-02 0.18624513
## 6758           Vps8    209018    9.960319  -4.127013e-02 0.17897714
## 6759       Arhgap30    226652   85.623174  -4.127854e-02 0.12618282
## 6760          Cpt1a     12894   59.836634  -4.127967e-02 0.16691966
## 6761          Kdm4a    230674   30.904960  -4.128957e-02 0.14686313
## 6762       Snrnp200    320632   59.295253  -4.129501e-02 0.12835655
## 6763         Ppp3cb     19056   46.665702  -4.131721e-02 0.13505554
## 6764          Cdk12     69131   17.779900  -4.132339e-02 0.16061827
## 6765          Smad2     17126   10.298633  -4.132834e-02 0.17705576
## 6766         Akr7a5    110198   23.097749  -4.133593e-02 0.15384283
## 6767        Zscan29     99334   12.457621  -4.134622e-02 0.17102967
## 6768            Ltb     16994  330.494074  -4.146001e-02 0.16191019
## 6769          Mbnl2    105559   35.386761  -4.149560e-02 0.14167311
## 6770        Arfgef1    211673   32.895213  -4.150181e-02 0.14320213
## 6771        Ccdc125     76041   17.446845  -4.151626e-02 0.16146833
## 6772         Prpf39    328110   20.123404  -4.152711e-02 0.16071262
## 6773           Lipa     16889   37.389357  -4.157431e-02 0.15253372
## 6774          Prdm2    110593   14.293936  -4.159593e-02 0.16782992
## 6775           Pogz    229584   12.458300  -4.166591e-02 0.17099545
## 6776         Cdc14a    229776   14.946425  -4.167440e-02 0.16554179
## 6777          Rab19     19331   15.115598  -4.171532e-02 0.16827151
## 6778            Os9    216440   41.037074  -4.173561e-02 0.13783004
## 6779          Prkch     18755    7.493114  -4.174108e-02 0.24996152
## 6780            Dap    223453   51.535003  -4.175900e-02 0.15326194
## 6781          Cnot7     18983   35.393556  -4.176395e-02 0.14164263
## 6782           Pex5     19305   19.939733  -4.177895e-02 0.15797711
## 6783         Akr1b3     11677   38.202896  -4.178732e-02 0.14477843
## 6784        Fam168b    214469   74.429304  -4.181244e-02 0.12193794
## 6785          Lrch3     70144   14.950026  -4.181485e-02 0.16554456
## 6786           Rgp1    242406   14.292521  -4.183944e-02 0.16778313
## 6787         Ptpn14     19250    8.961485  -4.185322e-02 0.21170652
## 6788          Zmym4     67785   14.611052  -4.186451e-02 0.16667820
## 6789          Fem1c    240263   23.092071  -4.201468e-02 0.15359681
## 6790           Coa4     68185   14.283586  -4.201713e-02 0.16774546
## 6791         Zfp512    269639   17.442432  -4.214304e-02 0.16133728
## 6792         Zswim4    212168   12.628723  -4.220821e-02 0.17388426
## 6793          Armt1     73419   22.420811  -4.226235e-02 0.15510955
## 6794          Dcaf5    320808   14.617892  -4.230578e-02 0.16651895
## 6795        Vipas39    104799   22.755415  -4.230929e-02 0.15419326
## 6796         Abhd13     68904   12.123829  -4.231126e-02 0.17223909
## 6797          Tpst1     22021   35.074779  -4.238599e-02 0.14730587
## 6798           Cd48     12506  114.757981  -4.240622e-02 0.14620941
## 6799          Ube2w     66799   13.951947  -4.243496e-02 0.16878351
## 6800           Mtdh     67154  213.236678  -4.244318e-02 0.10736230
## 6801          H2-Q4     15015  202.359728  -4.246905e-02 0.14864077
## 6802           Rbm5     83486   78.116821  -4.255170e-02 0.12641630
## 6803           Rhoh     74734   24.730852  -4.255480e-02 0.16017896
## 6804        Tmem154    320782   14.283662  -4.255500e-02 0.16756771
## 6805         Cd2bp2     70233   46.352184  -4.260160e-02 0.13473380
## 6806          Rock2     19878   25.255415  -4.261781e-02 0.15166103
## 6807           Zbp1     58203    8.468314  -4.261855e-02 0.20930970
## 6808         Ythdc1    231386   57.335190  -4.270698e-02 0.12980142
## 6809            Cic     71722   30.563393  -4.277564e-02 0.14682997
## 6810         Csnk1e     27373   17.951848  -4.278804e-02 0.16284436
## 6811          Mark2     13728   33.076019  -4.280109e-02 0.14518088
## 6812       Leprotl1     68192   19.273972  -4.281022e-02 0.15939115
## 6813       Rnf113a2     66381   19.272811  -4.284202e-02 0.15940692
## 6814           Cog8     97484   24.260498  -4.285439e-02 0.15364159
## 6815          Khnyn    219094   21.777667  -4.287657e-02 0.16161296
## 6816          Hsdl2     72479   23.590457  -4.287713e-02 0.15503853
## 6817        Txndc12     66073   50.983844  -4.287842e-02 0.13307475
## 6818          Car13     71934   11.267672  -4.292099e-02 0.18933353
## 6819          Nr1d1    217166   16.625075  -4.295269e-02 0.19707710
## 6820 9930111J21Rik1    667214   10.133320  -4.295614e-02 0.18210005
## 6821       Tmem126b     68472   13.944929  -4.296285e-02 0.16864858
## 6822          Mprip     26936   32.388665  -4.299037e-02 0.14615609
## 6823          Ppdpf     66496   46.525125  -4.302597e-02 0.13691178
## 6824          Desi1     28075   39.367199  -4.308901e-02 0.14907587
## 6825          Ap2b1     71770   49.337597  -4.314180e-02 0.13525957
## 6826         Elmod3    232089   11.457223  -4.316840e-02 0.17506453
## 6827        Fam134b      <NA>   29.257993  -4.323741e-02 0.15838917
## 6828         Fkbp15    338355   24.258841  -4.325535e-02 0.15355841
## 6829          Rltpr      <NA>   56.373957  -4.327464e-02 0.14364421
## 6830          Rai14     75646    8.974280  -4.327939e-02 0.18508659
## 6831         Ambra1    228361   18.609024  -4.336119e-02 0.16093156
## 6832          Nxpe3    385658   23.591061  -4.344667e-02 0.15493204
## 6833          Lyrm2    108755   27.402338  -4.351221e-02 0.14992401
## 6834         Rilpl2     80291   22.121902  -4.360419e-02 0.16094961
## 6835      Tnfrsf13c     72049   48.049025  -4.363183e-02 0.16001753
## 6836          Macf1     11426   24.113613  -4.366371e-02 0.16573471
## 6837           Snx4     69150   39.033673  -4.366953e-02 0.14015120
## 6838        Cep57l1    103268   11.125088  -4.371560e-02 0.17657964
## 6839          Trem1     58217   15.959055  -4.372532e-02 0.19306760
## 6840            Ivd     56357   35.044472  -4.376999e-02 0.14645798
## 6841          Trim8     93679   28.092268  -4.381218e-02 0.15364522
## 6842          Trrap    100683   20.106257  -4.384339e-02 0.15994702
## 6843          Cdk13     69562   23.923619  -4.388450e-02 0.15408836
## 6844           Fgd3     30938   10.971227  -4.395928e-02 0.18163023
## 6845          Ube2h     22214   22.424583  -4.400835e-02 0.15991245
## 6846        Fam208b      <NA>   13.802987  -4.404605e-02 0.17271366
## 6847         Strip1    229707   26.407992  -4.405608e-02 0.15164220
## 6848         Slamf1     27218    7.641843  -4.406406e-02 0.21247137
## 6849           Hps1    192236   11.300935  -4.409333e-02 0.17974297
## 6850          Frmd6    319710   52.666803  -4.417364e-02 0.13571482
## 6851        Tmem135     72759   15.780324  -4.422197e-02 0.16568548
## 6852         Vps13d    230895   11.626547  -4.427000e-02 0.17795511
## 6853           Sbf2    319934    8.472860  -4.427038e-02 0.19514199
## 6854           Pcm1     18536   25.734882  -4.429496e-02 0.15297525
## 6855           Pigh    110417    8.629006  -4.430660e-02 0.18726010
## 6856         Ubqln1     56085   70.777490  -4.433431e-02 0.12455386
## 6857          Brix1     67832   43.074956  -4.433616e-02 0.14393090
## 6858         Anxa11     11744   32.545384  -4.435426e-02 0.14788060
## 6859         Stxbp2     20911   34.901475  -4.444501e-02 0.14883196
## 6860          Anxa6     11749   70.323338  -4.445223e-02 0.15572629
## 6861       AI837181    107242   37.890558  -4.447827e-02 0.14414470
## 6862        Mapkap1    227743   27.892412  -4.450151e-02 0.15144750
## 6863           Gfi1     14581   13.624071  -4.454280e-02 0.17665904
## 6864         Jmjd1c    108829   34.396630  -4.463661e-02 0.14744395
## 6865          Baz2b    407823   18.450672  -4.468597e-02 0.16400577
## 6866        Hnrnph3    432467   22.913595  -4.470880e-02 0.15604295
## 6867          Pde8a     18584   28.894075  -4.472755e-02 0.19785048
## 6868          Itsn2     20403   37.373769  -4.474447e-02 0.14252402
## 6869            Bbx     70508    8.634868  -4.482791e-02 0.18724925
## 6870         Ranbp6    240614   11.298179  -4.488211e-02 0.17959199
## 6871           Btg2     12227   73.503019  -4.494278e-02 0.15628704
## 6872         Phlda3     27280   10.466459  -4.502527e-02 0.22607934
## 6873       Calcoco1     67488   15.291826  -4.512121e-02 0.17027253
## 6874        Atp6v1h    108664   39.523550  -4.512942e-02 0.14136615
## 6875        Specc1l     74392   19.766935  -4.513642e-02 0.16046111
## 6876        Ppp2r5c     26931   70.589230  -4.514349e-02 0.12664406
## 6877        Fam208a      <NA>   11.300274  -4.517809e-02 0.17957264
## 6878          Ppil4     67418   27.584783  -4.528164e-02 0.15168911
## 6879          Parp4    328417   13.790660  -4.534784e-02 0.17223889
## 6880          Med13    327987   21.597223  -4.539399e-02 0.15881342
## 6881        Gm15987 100504591    5.336251  -4.540244e-02 0.24419431
## 6882          Srcap 100043597   30.739367  -4.541647e-02 0.14836889
## 6883           Gbe1     74185   11.289353  -4.546027e-02 0.17964991
## 6884          Trib2    217410   71.278915  -4.549259e-02 0.15949699
## 6885         Sema4b     20352   24.760623  -4.557845e-02 0.15475502
## 6886           Chfr    231600   32.890851  -4.558714e-02 0.14706326
## 6887          Agfg1     15463   29.740203  -4.576081e-02 0.15011452
## 6888         Ero1lb      <NA>   10.955250  -4.577712e-02 0.19028235
## 6889         Ldoc1l      <NA>    9.465298  -4.579102e-02 0.18599528
## 6890           Cblb    208650    7.970655  -4.590161e-02 0.19285414
## 6891        Gm13157      <NA>    7.630748  -4.591605e-02 0.19638832
## 6892         Dyrk1a     13548   27.231767  -4.595090e-02 0.15215277
## 6893          Arl8a     68724   31.912864  -4.597179e-02 0.15335639
## 6894        S100pbp     74648   11.952026  -4.602919e-02 0.17617695
## 6895         Plgrkt     67759   38.547635  -4.606392e-02 0.14272918
## 6896          Tulp3     22158   17.111468  -4.608372e-02 0.16760949
## 6897           Lmo4     16911   36.021140  -4.609243e-02 0.14901829
## 6898          Ptbp2     56195   11.630181  -4.616159e-02 0.17785231
## 6899           Phf2     18676   27.240385  -4.616638e-02 0.15215034
## 6900           Dgkz    104418   82.772402  -4.619401e-02 0.12406287
## 6901          Ncor1     20185   55.831954  -4.623848e-02 0.13248571
## 6902          Uhrf2    109113   52.547646  -4.626128e-02 0.15661213
## 6903          Cers5     71949   45.050702  -4.627169e-02 0.14443597
## 6904         Jarid2     16468   14.294667  -4.627760e-02 0.17363371
## 6905          Manba    110173   11.957209  -4.635499e-02 0.17614909
## 6906          Pnrc2     52830  111.796687  -4.637568e-02 0.11875810
## 6907           Faf2     76577   21.587793  -4.640481e-02 0.15863675
## 6908        Tmem123     71929  116.264947  -4.643635e-02 0.11993010
## 6909          Adcy7     11513   36.089576  -4.644425e-02 0.15300012
## 6910          Kdm6a     22289   25.415400  -4.654785e-02 0.17084063
## 6911          Kdm3b    277250   29.400656  -4.655942e-02 0.15058303
## 6912          Mepce    231803   29.416520  -4.656559e-02 0.15057299
## 6913           Chd2    244059   20.446641  -4.671742e-02 0.16399879
## 6914        Trim30a     20128   48.375536  -4.678001e-02 0.13992164
## 6915        Proser1    212127   18.769115  -4.686418e-02 0.16274473
## 6916         Mrpl43     94067   51.342667  -4.689026e-02 0.13589877
## 6917          Spg20    229285    9.132517  -4.691860e-02 0.18849580
## 6918          Arap1     69710   38.730008  -4.692229e-02 0.14461563
## 6919          Agbl5    231093   11.299221  -4.693779e-02 0.17947357
## 6920          Ap3b1     11774   43.334166  -4.696899e-02 0.14213430
## 6921           Zhx2    387609   28.454669  -4.698104e-02 0.21397889
## 6922        Slc15a3     65221   30.754157  -4.702805e-02 0.15708237
## 6923           Csf1     12977    6.987069  -4.715254e-02 0.22413245
## 6924          Glyr1     74022   79.245648  -4.717763e-02 0.12494653
## 6925         Chmp1b     67064   28.431434  -4.727050e-02 0.15696853
## 6926           Thra     21833   17.435604  -4.730448e-02 0.16652676
## 6927          Rap2c     72065   26.576523  -4.739004e-02 0.15316527
## 6928          Zmat5     67178   22.088353  -4.739897e-02 0.16025216
## 6929          Btbd2    208198   14.284981  -4.742240e-02 0.17349739
## 6930        Txndc11    106200   14.616361  -4.746688e-02 0.17224598
## 6931          Scmh1     29871   24.899981  -4.748055e-02 0.15656345
## 6932         Spint2     20733   58.353388  -4.771754e-02 0.17948439
## 6933          Pqbp1     54633   95.691330  -4.780414e-02 0.12234530
## 6934          Efr3a     76740   31.230267  -4.787461e-02 0.14943383
## 6935       Ankrd13a     68420  132.763023  -4.788274e-02 0.11507194
## 6936         Samd9l    209086   40.741481  -4.789972e-02 0.15361039
## 6937          Kpna4     16649   54.832947  -4.800253e-02 0.13742157
## 6938       Slc25a24    229731    9.632086  -4.808835e-02 0.21392613
## 6939          Mier3    218613   15.614308  -4.814741e-02 0.16889058
## 6940          Kdm5c     20591   23.929367  -4.819210e-02 0.16333797
## 6941          Arel1     68497   33.068212  -4.820470e-02 0.15724657
## 6942  1700048O20Rik     69430  110.555171  -4.821530e-02 0.14395547
## 6943           Ist1     71955   51.526051  -4.827769e-02 0.13748468
## 6944       Slc25a36    192287   17.446211  -4.832508e-02 0.16640088
## 6945         Atp1b1     11931  221.398865  -4.843480e-02 0.23589405
## 6946        N4bp2l1    100637   26.760784  -4.843493e-02 0.15975817
## 6947          Ethe1     66071   92.490815  -4.843644e-02 0.13626160
## 6948         Mycbp2    105689   25.769192  -4.848204e-02 0.16578038
## 6949       BC026585      <NA>    8.130538  -4.848997e-02 0.19776311
## 6950          Lonp2     66887   34.543598  -4.853326e-02 0.14844842
## 6951           Oxr1    170719   55.811513  -4.857940e-02 0.13604396
## 6952           Glmp     56700   49.324259  -4.862778e-02 0.13789899
## 6953           Glg1     20340   38.363460  -4.868489e-02 0.14461897
## 6954          Dcaf8     98193   54.521180  -4.871638e-02 0.13782825
## 6955        Arl14ep    212772   14.952885  -4.874477e-02 0.17112312
## 6956          Zfp62     22720   27.918992  -4.875977e-02 0.15531263
## 6957        Csnk1a1     93687  172.250668  -4.879069e-02 0.11008081
## 6958          Gstt3    103140    8.796616  -4.880624e-02 0.19095730
## 6959         Zfyve1    217695   16.111925  -4.884339e-02 0.17015222
## 6960       AI314180      <NA>   48.686144  -4.889912e-02 0.13879848
## 6961          Arpc5     67771  291.670433  -4.890059e-02 0.10180579
## 6962          Mtpap     67440   22.423458  -4.893674e-02 0.15913698
## 6963          Synrg    217030   14.281470  -4.898891e-02 0.17333608
## 6964  4930523C07Rik     67647   18.761089  -4.908504e-02 0.16804954
## 6965            Mbp     17196   24.254606  -4.908630e-02 0.15778473
## 6966          Tnnt2     21956    9.486327  -4.909415e-02 0.22468057
## 6967           E2f5     13559   10.626258  -4.916482e-02 0.18296958
## 6968         Mbtps1     56453   39.876316  -4.920004e-02 0.14453850
## 6969         Zfp362    230761   23.575704  -4.927353e-02 0.15913160
## 6970           Abl2     11352   13.628924  -4.929435e-02 0.17608027
## 6971          Stk10     20868   71.901423  -4.933682e-02 0.13188517
## 6972         Sptan1     20740   59.618636  -4.935268e-02 0.13334332
## 6973          Diap1      <NA>   38.372065  -4.935926e-02 0.14446409
## 6974       Nipsnap1     18082   24.259019  -4.935980e-02 0.15769983
## 6975          Kdm4c     76804   14.616470  -4.939978e-02 0.17217568
## 6976         Zeb2os    433424    8.130671  -4.946115e-02 0.19733520
## 6977          Ttll1    319953    7.471222  -4.948545e-02 0.20531013
## 6978          Kdm6b    216850    8.976172  -4.953750e-02 0.19534071
## 6979          Lamc1    226519   14.778281  -4.953876e-02 0.17503493
## 6980         Treml2    328833   37.243971  -4.958226e-02 0.17085711
## 6981          Ncor2     20602   21.094285  -4.962583e-02 0.16229772
## 6982            Id3     15903  144.806404  -4.967645e-02 0.12413950
## 6983         Gramd4    223752   38.244041  -4.977988e-02 0.16132738
## 6984         Triobp    110253   36.397321  -4.980596e-02 0.15182311
## 6985         Gimap3     83408   83.485385  -4.997090e-02 0.14974616
## 6986         Mesdc1      <NA>   40.050273  -4.998045e-02 0.14640971
## 6987          Kmt2a    214162   33.246619  -5.004132e-02 0.15843339
## 6988          Nipbl     71175   43.208772  -5.006193e-02 0.14787514
## 6989           Zer1    227693   28.895228  -5.008878e-02 0.15335585
## 6990          Ap3d1     11776   26.414165  -5.009437e-02 0.15561979
## 6991        Map3k14     53859   10.135575  -5.016552e-02 0.19084784
## 6992          Tars2     71807   28.760666  -5.017405e-02 0.15597253
## 6993       Pafah1b1     18472   55.478783  -5.023424e-02 0.13617490
## 6994           Lfng     16848   61.526182  -5.027391e-02 0.14694187
## 6995          Copg2     54160   26.407566  -5.027917e-02 0.15559555
## 6996          Syap1     67043   20.754492  -5.029152e-02 0.16284503
## 6997          Nfat5     54446   11.795530  -5.032003e-02 0.18064682
## 6998          Stat6     20852   36.896423  -5.032512e-02 0.14888432
## 6999           Tle4     21888   36.705817  -5.036859e-02 0.14701260
## 7000         Paip2b    232164   14.289537  -5.050269e-02 0.20161681
## 7001          Foxn3     71375   17.613727  -5.055568e-02 0.16859665
## 7002        Arhgef7     54126   26.077318  -5.055849e-02 0.15639927
## 7003          Numa1    101706   52.333721  -5.058512e-02 0.13794703
## 7004          Birc2     11797   28.241787  -5.061294e-02 0.15446418
## 7005        Trappc9     76510   23.426090  -5.069304e-02 0.16170503
## 7006       Tmem167b     67495   22.921527  -5.084308e-02 0.16040361
## 7007          Smek2      <NA>   49.842657  -5.089263e-02 0.13896878
## 7008          Bet1l     54399   15.948996  -5.092081e-02 0.17364542
## 7009  9530068E07Rik    213673   56.302127  -5.099777e-02 0.13727489
## 7010         Atp8a1     11980   11.468704  -5.099906e-02 0.19091285
## 7011  9030617O03Rik      <NA>    8.802218  -5.100686e-02 0.21868142
## 7012         Pdlim2    213019   23.585064  -5.102279e-02 0.16357717
## 7013       Trp53bp1     27223   11.463154  -5.105269e-02 0.18244855
## 7014          Ndel1     83431   24.089954  -5.118707e-02 0.16027619
## 7015         Zfp710    209225   22.593805  -5.122897e-02 0.16107876
## 7016          Ngly1     59007   55.292034  -5.130442e-02 0.18824121
## 7017          Dhx37    208144   19.952289  -5.131699e-02 0.16758999
## 7018          Sesn1    140742   47.369049  -5.146047e-02 0.14791834
## 7019         Fundc1     72018   27.566398  -5.147597e-02 0.15561186
## 7020          Fxyd6     59095   68.180967  -5.156289e-02 0.16157181
## 7021          Ms4a1     12482   62.408115  -5.171711e-02 0.17588177
## 7022          Nrbp1    192292   59.641492  -5.175758e-02 0.13684178
## 7023        Herpud1     64209   55.650630  -5.179283e-02 0.14497620
## 7024         Nfatc1     18018   27.241960  -5.188427e-02 0.15626386
## 7025          Prpf8    192159   98.827093  -5.194598e-02 0.12715716
## 7026        Irf2bp2    270110   23.608752  -5.198870e-02 0.16369792
## 7027           Wnk1    232341   63.801327  -5.199437e-02 0.13392839
## 7028          Rdh12     77974   25.589888  -5.205748e-02 0.15957634
## 7029          Kmt2d    381022   19.800991  -5.212476e-02 0.18007428
## 7030       Trappc2l     59005   31.557606  -5.224274e-02 0.15287476
## 7031            Ddt     13202   45.836601  -5.227965e-02 0.14401248
## 7032          Smap2     69780   79.469678  -5.228782e-02 0.13865124
## 7033          Zufsp      <NA>   13.131492  -5.244162e-02 0.18164494
## 7034          Rab28    100972   36.865980  -5.245144e-02 0.14868004
## 7035          Cnot1    234594   63.780331  -5.249512e-02 0.13394526
## 7036         Iqsec1    232227   17.957494  -5.251271e-02 0.17821847
## 7037  4921524J17Rik     66714   16.945253  -5.254338e-02 0.17043313
## 7038           Cish     12700    6.321302  -5.255176e-02 0.26634772
## 7039          Xrcc4    108138   20.578880  -5.262707e-02 0.16582210
## 7040          Tmcc1    330401   14.445162  -5.264826e-02 0.17591519
## 7041          Lrif1    321000   14.119825  -5.271780e-02 0.17738758
## 7042          Gng10     14700  148.574318  -5.273036e-02 0.13168399
## 7043         Dnaaf5    433956   11.952681  -5.284019e-02 0.18366610
## 7044         Prkaa2    108079   17.591477  -5.289890e-02 0.19110840
## 7045          Ints1     68510   30.888695  -5.297070e-02 0.15409017
## 7046        Cdc37l1     67072   18.621471  -5.298841e-02 0.17107376
## 7047          Pdrg1     68559   64.757730  -5.307575e-02 0.13651045
## 7048          Tpst2     22022   40.891038  -5.310784e-02 0.15099015
## 7049          Adprh     11544   51.488094  -5.315988e-02 0.14051649
## 7050         Fbxo18      <NA>   21.254237  -5.317691e-02 0.16409872
## 7051           Mau2     74549   25.261759  -5.319346e-02 0.16018612
## 7052         Ctdsp2     52468   64.573430  -5.321958e-02 0.13875496
## 7053          Rasa4     54153   65.020968  -5.327900e-02 0.14479769
## 7054         Rmnd5b     66089   33.883310  -5.332322e-02 0.15328269
## 7055            Mga     29808   15.622557  -5.333692e-02 0.17483482
## 7056         Nup210     54563  160.737812  -5.335700e-02 0.12176523
## 7057        Slc12a7     20499   26.739130  -5.341660e-02 0.18983843
## 7058        Snora70    104368   31.566200  -5.342399e-02 0.24817539
## 7059         Spata6     67946   31.878001  -5.349544e-02 0.15668593
## 7060           Tlk2     24086   21.261197  -5.352369e-02 0.16418560
## 7061  2510039O18Rik     77034   36.390225  -5.366171e-02 0.15135315
## 7062           Mfng     17305   67.188764  -5.370285e-02 0.15356209
## 7063  2700081O15Rik      <NA>   12.292277  -5.378142e-02 0.18205594
## 7064         Lrrcc1     71710   20.252366  -5.389182e-02 0.16673093
## 7065          Cers4     67260   20.928459  -5.389977e-02 0.16493239
## 7066        Tbc1d20     67231   33.720919  -5.390653e-02 0.15143663
## 7067           Gbp7    229900   48.030598  -5.390741e-02 0.20017513
## 7068           Gbf1    107338   20.920445  -5.398712e-02 0.16494778
## 7069          Vps4b     20479   44.021083  -5.399430e-02 0.14441386
## 7070       AI504432    229694   13.459485  -5.408430e-02 0.18027811
## 7071       BC002163      <NA>   47.487107  -5.409143e-02 0.14584560
## 7072        Ankrd40     71452   33.061865  -5.414554e-02 0.15267070
## 7073          Cdk17    237459   24.258334  -5.414942e-02 0.16224897
## 7074         Tcf7l2     21416    9.127437  -5.415750e-02 0.19981211
## 7075      Tnfrsf13b     57916   17.924718  -5.425477e-02 0.17306488
## 7076       Tmem132e    270893   34.819045  -5.433295e-02 0.16879052
## 7077           Rbp1     19659    5.134240  -5.435688e-02 0.26394392
## 7078       Colgalt1    234407   40.395058  -5.436176e-02 0.14964414
## 7079          Arvcf     11877    7.135773  -5.439843e-02 0.21025441
## 7080          Athl1      <NA>   11.951208  -5.442126e-02 0.18385054
## 7081          Usp11    236733   21.415064  -5.444158e-02 0.16613980
## 7082  4933434E20Rik     99650   32.719226  -5.447522e-02 0.15302891
## 7083           Fhit     14198    8.147118  -5.449886e-02 0.21153659
## 7084          Stx5a     56389   45.185121  -5.451773e-02 0.14465466
## 7085         Tbxa2r     21390   60.821502  -5.456678e-02 0.15679393
## 7086          Socs2    216233   43.388927  -5.461206e-02 0.21713531
## 7087         Snapin     20615   20.263435  -5.463951e-02 0.16659885
## 7088          Lin7c     22343   32.712990  -5.464142e-02 0.15310172
## 7089          Cox20     66359   55.141384  -5.468578e-02 0.13986981
## 7090          Pnrc1    108767   67.115720  -5.477358e-02 0.13726625
## 7091         Nfatc3     18021   50.174366  -5.487567e-02 0.14210073
## 7092         Gpr107    277463   17.940957  -5.489800e-02 0.17290906
## 7093           Mdm4     17248   32.278826  -5.508963e-02 0.16370310
## 7094          Magi1     14924    9.137033  -5.513840e-02 0.19973109
## 7095          Sept9      <NA>   60.304775  -5.516302e-02 0.13959101
## 7096         Nudt14     66174   23.584855  -5.519355e-02 0.16362321
## 7097           Msl1     74026   43.879260  -5.525217e-02 0.15023492
## 7098          Pds5b    100710   37.029493  -5.537078e-02 0.15034186
## 7099         Lpcat1    210992   61.984836  -5.538119e-02 0.14992405
## 7100         Sccpdh    109232    8.136399  -5.560816e-02 0.22808107
## 7101          Cep41     83922    8.302727  -5.580409e-02 0.20226086
## 7102         Zfp263     74120   29.089224  -5.582659e-02 0.15949214
## 7103           Ubr4     69116   25.761706  -5.601285e-02 0.16564670
## 7104          Mppe1    225651   14.790762  -5.605179e-02 0.18130913
## 7105           Gopc     94221   17.106113  -5.610499e-02 0.17293112
## 7106          Ilvbl    216136   20.093950  -5.611109e-02 0.16951118
## 7107           Sgsh     27029    9.133927  -5.613975e-02 0.19964576
## 7108         Fbxl14    101358   31.395882  -5.614635e-02 0.15533396
## 7109        Pou2af1     18985  468.756158  -5.617777e-02 0.11520244
## 7110         Fchsd2    207278   16.108381  -5.618050e-02 0.17629735
## 7111           Brf1     72308   39.041988  -5.623361e-02 0.15133230
## 7112          Hsdl1     72552   30.069733  -5.635725e-02 0.15761083
## 7113          Ncoa2     17978   23.065310  -5.642047e-02 0.16707634
## 7114          Smek1      <NA>   49.170518  -5.645136e-02 0.14323648
## 7115           Irf4     16364   68.229527  -5.661003e-02 0.14442067
## 7116          Dguok     27369   23.253490  -5.664184e-02 0.16446223
## 7117          Acss1     68738   57.126342  -5.668978e-02 0.14445124
## 7118          Tigd2     68140   18.932966  -5.674242e-02 0.17021638
## 7119          Vgll4    232334   24.074540  -5.679604e-02 0.16502527
## 7120          Acsf2    264895   24.092873  -5.681423e-02 0.16490234
## 7121          Lpar6     67168   29.600558  -5.684013e-02 0.17459335
## 7122          Klhl9    242521   21.428973  -5.687638e-02 0.16636380
## 7123          Ikzf3     22780   15.792669  -5.701653e-02 0.21904857
## 7124       BC094916      <NA>   20.437100  -5.706755e-02 0.19276994
## 7125          Nabp1    109019   13.951641  -5.717757e-02 0.18839965
## 7126        Sipa1l1    217692   15.785603  -5.721236e-02 0.17757869
## 7127         Nedd4l     83814    8.796775  -5.735044e-02 0.20324370
## 7128            Xpc     22591   15.123727  -5.744340e-02 0.18002629
## 7129          Gpd1l    333433   83.556786  -5.755180e-02 0.15559275
## 7130       Atp6v0e2     76252   10.782533  -5.770723e-02 0.19631315
## 7131        Sh3bgrl     56726   90.676546  -5.773134e-02 0.13119603
## 7132           Cmip     74440   35.056914  -5.773899e-02 0.15353618
## 7133          Coro7     78885  122.028673  -5.781142e-02 0.14319844
## 7134           Gphn    268566   24.580873  -5.781150e-02 0.16644956
## 7135          Bank1    242248   54.121020  -5.782196e-02 0.14461762
## 7136          Akap9    100986   13.953610  -5.782293e-02 0.18164750
## 7137  1810030O07Rik     69155   25.420543  -5.788789e-02 0.16228612
## 7138         Atp11b     76295   38.549977  -5.791565e-02 0.15390731
## 7139          Nmrk1    225994   12.135941  -5.798717e-02 0.19573316
## 7140          Ddx58    230073   11.800942  -5.800987e-02 0.19799088
## 7141        Pik3ap1     83490  104.551516  -5.804789e-02 0.15293806
## 7142          Kdm2a    225876   29.917910  -5.809619e-02 0.16007175
## 7143          Smpd1     20597   15.448343  -5.815696e-02 0.17878425
## 7144         Cnot6l    231464   25.075632  -5.818355e-02 0.16300164
## 7145          Pias4     59004   21.266087  -5.819639e-02 0.16919011
## 7146        Sh3kbp1     58194   63.476349  -5.831003e-02 0.14082279
## 7147           Rai1     19377   30.244397  -5.842110e-02 0.15958067
## 7148          Snx29     74478   24.567555  -5.857877e-02 0.17804793
## 7149         Tgoln1     22134   25.910882  -5.862969e-02 0.16338532
## 7150  4933412E12Rik     71086   14.784810  -5.863278e-02 0.18142640
## 7151           Fbrs     14123   30.915950  -5.866813e-02 0.16219713
## 7152            Lat     16797   22.963329  -5.867914e-02 0.18674256
## 7153          Sh2b3     16923   55.186498  -5.870929e-02 0.14981779
## 7154       BC031181    407819   43.539825  -5.873257e-02 0.15073833
## 7155           Wibg      <NA>   73.443275  -5.874230e-02 0.13728801
## 7156           Abi3     66610   12.288562  -5.878124e-02 0.19020919
## 7157          Baz2a    116848   32.408055  -5.881885e-02 0.15783448
## 7158        Prelid2     77619   40.207802  -5.882100e-02 0.19699411
## 7159       Tmem106c    380967   16.608126  -5.883638e-02 0.17769274
## 7160         Tspan6     56496   17.443919  -5.892166e-02 0.17764333
## 7161           Fryl     72313   23.595365  -5.909624e-02 0.16834037
## 7162          Mtss1    211401   53.510750  -5.915291e-02 0.15155316
## 7163          Hmha1      <NA>  128.661201  -5.922075e-02 0.14124429
## 7164        St6gal1     20440  100.364828  -5.926916e-02 0.15789037
## 7165           Gbp4     17472   20.435122  -5.928936e-02 0.23739062
## 7166  4932438A13Rik    229227   15.943476  -5.933862e-02 0.17998130
## 7167         Sigirr     24058   19.288635  -5.933947e-02 0.17957012
## 7168        Tbc1d17    233204   19.437652  -5.936781e-02 0.17168151
## 7169       BC028528    229600   72.940376  -5.945873e-02 0.14752431
## 7170           Cog6     67542   19.421293  -5.947896e-02 0.17172994
## 7171           Chd6     71389   14.781647  -5.957924e-02 0.18157583
## 7172          Dyrk2     69181   44.878755  -5.959978e-02 0.15261298
## 7173          Srpk2     20817   16.941437  -5.964799e-02 0.17667524
## 7174          Spin1     20729   30.572418  -5.969950e-02 0.15900066
## 7175           Chd8     67772   33.566337  -5.977137e-02 0.16151899
## 7176          Kmt2c    231051   12.795750  -5.980128e-02 0.19143529
## 7177          Arl5a     75423   24.399125  -5.998979e-02 0.16907648
## 7178          Hmces    232210   19.597387  -6.001318e-02 0.17400741
## 7179           Mob4     19070   27.074929  -6.002579e-02 0.16341571
## 7180           Tlr4     21898   14.945341  -6.003233e-02 0.18422033
## 7181         Plxna1     18844   10.617438  -6.004405e-02 0.20332114
## 7182         Ccdc33    382077    9.290229  -6.016382e-02 0.26964011
## 7183          Vegfa     22339   35.368890  -6.020551e-02 0.17326452
## 7184      Kidins220     77480   19.105517  -6.020758e-02 0.17270865
## 7185          Ptpn7    320139   89.558872  -6.034377e-02 0.14343666
## 7186       Tor1aip1    208263   41.211574  -6.035117e-02 0.15386830
## 7187          Sdcbp     53378  136.202916  -6.059054e-02 0.13159829
## 7188         Arid4b     94246   25.095374  -6.069290e-02 0.16745535
## 7189        Galnt11    231050    9.303722  -6.074667e-02 0.20465602
## 7190          Scml4    268297    7.647367  -6.076819e-02 0.22922758
## 7191         Ythdf3    229096   24.596596  -6.083274e-02 0.16652233
## 7192          Cenpb     12616   72.394552  -6.085600e-02 0.14160874
## 7193         Rassf2    215653   40.691386  -6.086588e-02 0.15281195
## 7194         Trip12     14897   46.332184  -6.090109e-02 0.14878067
## 7195           Smg7    226517   29.905151  -6.101042e-02 0.16032264
## 7196          Ptk2b     19229   38.557699  -6.104489e-02 0.18198584
## 7197          Foxp1    108655   44.526740  -6.105043e-02 0.14949044
## 7198         Map2k6     26399    8.136031  -6.108039e-02 0.21229783
## 7199          Usp22    216825   42.539918  -6.112085e-02 0.15568246
## 7200         Papolg    216578   14.122650  -6.123863e-02 0.18477911
## 7201          Grap2     17444   10.959358  -6.133472e-02 0.20003163
## 7202          Ostf1     20409  117.315452  -6.137422e-02 0.14439178
## 7203         Zfp592    233410   25.751374  -6.144575e-02 0.16614960
## 7204          Fcrla     98752   27.736202  -6.151143e-02 0.23076737
## 7205          Itgal     16408   49.542946  -6.164441e-02 0.15327105
## 7206          Pde4d    238871    8.971512  -6.167789e-02 0.20870373
## 7207         Rabep2     70314   28.422929  -6.177646e-02 0.16511834
## 7208          Syvn1     74126   88.541170  -6.177647e-02 0.13431242
## 7209          Cdk19     78334   34.369934  -6.182576e-02 0.15881843
## 7210         Fam78a    241303   36.388274  -6.190439e-02 0.16270939
## 7211         Dusp11     72102   23.926947  -6.201283e-02 0.16802319
## 7212         Zscan2     22691   10.964209  -6.211425e-02 0.20017966
## 7213           Ano6    105722   24.251156  -6.217789e-02 0.16733090
## 7214           H6pd    100198   11.617784  -6.219377e-02 0.19506473
## 7215           Git2     26431   43.186973  -6.220067e-02 0.15129456
## 7216        Arhgef6     73341   36.079137  -6.224747e-02 0.16310029
## 7217            Rdx     19684   46.979241  -6.230777e-02 0.20979080
## 7218       BC035044    232406   58.035829  -6.240968e-02 0.16291543
## 7219  2310001H17Rik     76432   10.809403  -6.242481e-02 0.20728491
## 7220         Tecpr1     70381   23.260912  -6.244476e-02 0.16954695
## 7221          Rgs14     51791   13.288986  -6.245308e-02 0.19284928
## 7222          Bach2     12014   17.909832  -6.248253e-02 0.19007903
## 7223           Tcf4     21413   39.869319  -6.253295e-02 0.15626910
## 7224          Sipa1     20469  173.967645  -6.256094e-02 0.12455209
## 7225           Inip     66209   28.905236  -6.277783e-02 0.16233688
## 7226          Bach1     12013   17.445595  -6.281111e-02 0.17817895
## 7227           Wbp1     22377   35.210261  -6.286400e-02 0.15928510
## 7228       Ppp1r12a     17931   40.375091  -6.286999e-02 0.15357276
## 7229           Midn     59090   41.577674  -6.287973e-02 0.16581983
## 7230          Ahdc1    230793   11.450591  -6.302970e-02 0.20122650
## 7231          Nlrc5    434341   15.628707  -6.307729e-02 0.19499096
## 7232        Apoa1bp      <NA>   42.819556  -6.329804e-02 0.15551157
## 7233        Ppp1r35     69871   40.854462  -6.331832e-02 0.15453725
## 7234           Mbd4     17193   17.429972  -6.341911e-02 0.17826388
## 7235         Epsti1    108670   32.415435  -6.345515e-02 0.19975296
## 7236          N4bp3    212706   33.201852  -6.346157e-02 0.18366054
## 7237          Fbxl5    242960   28.754493  -6.346695e-02 0.16475211
## 7238           Epc1     13831   29.072224  -6.357853e-02 0.16404915
## 7239          Prmt6     99890   16.782095  -6.362616e-02 0.18068571
## 7240          Nt5c2     76952   32.576667  -6.366073e-02 0.16368720
## 7241           Pigp     56176   33.041149  -6.373542e-02 0.16099969
## 7242         Kif21b     16565   21.616225  -6.394884e-02 0.19177245
## 7243          H3f3b     15081  367.529406  -6.398356e-02 0.12650464
## 7244  6530402F18Rik     76220   12.793464  -6.404668e-02 0.19237273
## 7245         Map4k1     26411   47.694109  -6.407056e-02 0.15411140
## 7246         Vps33b    233405   19.113799  -6.435523e-02 0.17847108
## 7247         Zfp330     30932   63.460509  -6.439037e-02 0.14729579
## 7248        Tmem164    209497   27.567910  -6.442437e-02 0.16504820
## 7249           Ppic     19038   13.422148  -6.446166e-02 0.25920898
## 7250         Cstf2t     83410   20.435725  -6.448374e-02 0.17462165
## 7251           Dntt     21673  178.781916  -6.450694e-02 0.17607261
## 7252          Hcls1     15163  196.740867  -6.451665e-02 0.12228829
## 7253         Trmt1l     98685   20.111161  -6.462038e-02 0.18027479
## 7254         Vps37c    107305   23.089517  -6.462709e-02 0.17240631
## 7255           Jak3     16453   23.599880  -6.468280e-02 0.17340968
## 7256         Grcc10     14790  219.462616  -6.479496e-02 0.11724814
## 7257         Zswim8    268721   17.283146  -6.484874e-02 0.18182582
## 7258           Irgq    210146   12.787494  -6.485083e-02 0.19231499
## 7259           Crot     74114   24.408053  -6.494382e-02 0.16948850
## 7260           Dlg1     13383   26.912348  -6.515421e-02 0.16653158
## 7261        Ankrd11     77087   43.542998  -6.519607e-02 0.15471197
## 7262          Cd1d2     12480   17.765457  -6.529316e-02 0.18849776
## 7263        Akirin1     68050   34.223287  -6.538254e-02 0.16116734
## 7264         Srfbp1     67222   29.068843  -6.543201e-02 0.16827188
## 7265          Kdm5a    214899   23.426186  -6.552183e-02 0.17184984
## 7266          Zgpat    229007   27.769863  -6.553752e-02 0.17078851
## 7267         Tvp23b     67510   15.783411  -6.555094e-02 0.18478675
## 7268          Rbm39    170791  172.337378  -6.557489e-02 0.12541573
## 7269          Nr1d2    353187    9.467655  -6.568858e-02 0.21006361
## 7270           Grb7     14786   72.070394  -6.586425e-02 0.20832278
## 7271         Entpd1     12495   18.925265  -6.596045e-02 0.18684631
## 7272          Bahd1    228536   23.750548  -6.596829e-02 0.17115551
## 7273           Fjx1     14221    9.631677  -6.597148e-02 0.21474644
## 7274        Atg16l2     73683   18.940123  -6.615215e-02 0.18169351
## 7275           Pctp     18559    9.301119  -6.623663e-02 0.23480703
## 7276       Hnrnpul1    232989  180.300421  -6.626321e-02 0.13330314
## 7277         Prkacb     18749   55.967166  -6.627783e-02 0.14785149
## 7278       AI467606    101602   32.567131  -6.633042e-02 0.16406034
## 7279         Atp8b2     54667   31.911762  -6.635737e-02 0.16877497
## 7280          Dock2     94176   63.459795  -6.637899e-02 0.14735672
## 7281          Hmcn1    545370    9.142354  -6.642316e-02 0.22941536
## 7282          Wipf1    215280   46.176521  -6.647843e-02 0.15471629
## 7283         Osbpl9    100273   63.938802  -6.656429e-02 0.14844440
## 7284           Phyh     16922   48.004297  -6.679191e-02 0.15405708
## 7285        Pitpnm1     18739   28.247208  -6.686423e-02 0.17518842
## 7286            Dst     13518    7.994503  -6.689860e-02 0.26588608
## 7287           Rnf2     19821   31.391683  -6.707222e-02 0.16435278
## 7288          Serp1     28146  193.468754  -6.711560e-02 0.13800225
## 7289         Pfkfb3    170768   39.372843  -6.716891e-02 0.15892229
## 7290         Unc13d     70450   16.957160  -6.723210e-02 0.19523277
## 7291           Cib1     23991   70.453252  -6.731025e-02 0.14377477
## 7292          Mlxip    208104   30.257328  -6.731754e-02 0.16830159
## 7293          Cep68    216543   38.198274  -6.753306e-02 0.16225543
## 7294           Klk8    259277   40.054883  -6.772366e-02 0.20023083
## 7295          Hmox2     15369  103.459399  -6.777928e-02 0.13898439
## 7296          Ptprc     19264   73.801380  -6.782808e-02 0.15089482
## 7297          Lrp10     65107   87.538584  -6.785547e-02 0.15335068
## 7298          Il3ra     16188   12.120679  -6.794048e-02 0.21671806
## 7299           Chd9    109151   14.782727  -6.798387e-02 0.18966172
## 7300  2310035C23Rik      <NA>   14.126320  -6.800368e-02 0.19312191
## 7301          Prdx3     11757  120.947269  -6.800394e-02 0.13266970
## 7302          Tmed4    103694   27.736561  -6.802089e-02 0.16746298
## 7303          Traf4     22032   45.865349  -6.808998e-02 0.15537334
## 7304        Tnfaip8    106869   59.797200  -6.814296e-02 0.15657772
## 7305          Erap1     80898   50.023085  -6.820383e-02 0.15515135
## 7306         Mrgpre    244238    8.133161  -6.830294e-02 0.23055691
## 7307         Ormdl3     66612   33.396402  -6.837136e-02 0.17135218
## 7308  2610307P16Rik     72518    8.137782  -6.844169e-02 0.25066759
## 7309         Arid1a     93760   51.177738  -6.848601e-02 0.15511263
## 7310       Hist3h2a      <NA>   24.238361  -6.852547e-02 0.17268766
## 7311         Sec16a    227648   22.776631  -6.853558e-02 0.17839737
## 7312          Kcna3     16491   13.290707  -6.866630e-02 0.19434941
## 7313            Tec     21682   19.779515  -6.883156e-02 0.18703749
## 7314           Ddx6     13209   99.024893  -6.886987e-02 0.13592102
## 7315         Snap47     67826   10.786611  -6.892781e-02 0.20878571
## 7316         Akap13     75547   42.711976  -6.920861e-02 0.16111990
## 7317          Dusp6     67603  162.708459  -6.920895e-02 0.14130694
## 7318          Dscr3      <NA>   23.576937  -6.927636e-02 0.17440035
## 7319       Traf3ip3    215243   65.153724  -6.934633e-02 0.15853658
## 7320            Bax     12028  107.873223  -6.940417e-02 0.14673177
## 7321           Hbp1     73389   32.064878  -6.948358e-02 0.16726161
## 7322        Csnk1g2    103236  130.934796  -6.957222e-02 0.13098763
## 7323           Btg1     12226   81.306674  -6.960128e-02 0.17499486
## 7324       Traf3ip2    103213   17.444173  -6.961737e-02 0.18508739
## 7325          Fcho1     74015   55.507104  -6.965400e-02 0.15334326
## 7326           Invs     16348    7.639957  -6.979704e-02 0.23175046
## 7327          Stat1     20846   47.836298  -6.982646e-02 0.16942610
## 7328        Arhgef2     16800   53.177066  -6.984619e-02 0.15595778
## 7329          Mcts2     66405    8.794852  -6.989602e-02 0.23653669
## 7330          Ostm1     14628   20.430627  -6.994265e-02 0.18051512
## 7331          Klf13     50794   34.700785  -7.001422e-02 0.16633320
## 7332           Ing4     28019   48.014696  -7.014162e-02 0.15464025
## 7333          Sh2b1     20399   73.337831  -7.014335e-02 0.16416477
## 7334           Mdm2     17246   31.906088  -7.024630e-02 0.16604621
## 7335           Smg1    233789   27.260191  -7.038520e-02 0.17808320
## 7336         Clasp1     76707   22.920035  -7.062555e-02 0.17635902
## 7337         Zfp646    233905   24.091370  -7.089643e-02 0.17565965
## 7338          Zfp94     22756   11.298263  -7.118595e-02 0.22128993
## 7339         Smim14     68552  109.640390  -7.121498e-02 0.14224505
## 7340         Antxr2     71914   16.096240  -7.135378e-02 0.19086797
## 7341            Spn     20737   75.305964  -7.163554e-02 0.15766400
## 7342            Cnp     12799   88.355738  -7.174026e-02 0.14440174
## 7343           Setx    269254   30.574042  -7.184149e-02 0.17204516
## 7344  4930597A21Rik     75389   41.954222  -7.185406e-02 0.17552607
## 7345         Stxbp1     20910   22.906104  -7.186398e-02 0.19372465
## 7346           Bptf    207165   28.740445  -7.194206e-02 0.17015529
## 7347        Lamtor4     66096   46.507825  -7.209185e-02 0.15839916
## 7348          Inpp1     16329   11.799188  -7.238693e-02 0.21075514
## 7349           Thbd     21824   21.106084  -7.254608e-02 0.18386642
## 7350          Bfsp2    107993  259.926691  -7.256548e-02 0.14396829
## 7351          Crlf2     57914   41.703745  -7.258373e-02 0.16319658
## 7352       AW112010    107350   65.609052  -7.269414e-02 0.17861487
## 7353         Rnasek     52898   90.706576  -7.278601e-02 0.14495829
## 7354           Abi1     11308   52.991240  -7.280672e-02 0.15521069
## 7355            B2m     12010 1509.938196  -7.286044e-02 0.13962735
## 7356         Pcmtd2    245867   24.086957  -7.293431e-02 0.17619987
## 7357        Gltscr1      <NA>   16.263373  -7.337472e-02 0.20006706
## 7358        St8sia4     20452   45.191723  -7.368833e-02 0.16332054
## 7359         March7      <NA>   37.038244  -7.374489e-02 0.16370231
## 7360  A230046K03Rik      <NA>   25.587570  -7.379704e-02 0.17516981
## 7361            Tk2     57813   23.427845  -7.382393e-02 0.18214696
## 7362        Zcchc24     71918   17.927030  -7.398009e-02 0.18708755
## 7363          Ttyh3     78339   66.471685  -7.408897e-02 0.16231950
## 7364          Saraf     67887   28.753943  -7.414579e-02 0.17449073
## 7365         Psme2b    621823   27.578909  -7.420575e-02 0.17479498
## 7366           Ctsc     13032   48.007599  -7.441206e-02 0.15859567
## 7367         Rassf5     54354   47.697957  -7.442433e-02 0.16179421
## 7368         Vpreb2     22363  224.130475  -7.449089e-02 0.33984038
## 7369         Nfkbie     18037   30.729546  -7.453457e-02 0.17742801
## 7370         Tespa1     67596   17.124046  -7.471955e-02 0.19964677
## 7371         Trim27     19720   60.833839  -7.494841e-02 0.15921867
## 7372           Ttc5    219022   35.383177  -7.510364e-02 0.16969102
## 7373          Phf12    268448   35.400096  -7.511259e-02 0.16979261
## 7374            Wls     68151   51.103876  -7.527422e-02 0.16716054
## 7375        Prkar1a     19084  105.312617  -7.532743e-02 0.13934178
## 7376          Gosr1     53334   17.947545  -7.580688e-02 0.19339440
## 7377          Ntng2    171171   18.770433  -7.589481e-02 0.19295720
## 7378         Map3k1     26401   25.923596  -7.595231e-02 0.17881894
## 7379           Cd38     12494   22.257002  -7.599505e-02 0.20231807
## 7380         Ndfip1     65113  125.255144  -7.619843e-02 0.14677018
## 7381         Med13l     76199   24.433069  -7.635694e-02 0.18050782
## 7382           Irf1     16362   48.848282  -7.660177e-02 0.18263689
## 7383        Tspan14     52588   66.298403  -7.670114e-02 0.16208429
## 7384         Entpd5     12499   25.750988  -7.691468e-02 0.17756391
## 7385         Ankfy1     11736   38.041240  -7.693040e-02 0.16625712
## 7386           Sufu     24069   25.913713  -7.702319e-02 0.17905547
## 7387          Uggt1    320011   33.383414  -7.712239e-02 0.17031383
## 7388           Sit1     54390   49.130042  -7.712595e-02 0.20055480
## 7389          Capn7     12339   40.199609  -7.717532e-02 0.16772659
## 7390         Plscr3     70310   56.335489  -7.720024e-02 0.15825190
## 7391         Pik3cg     30955   36.363629  -7.733349e-02 0.18011971
## 7392          Sash3     74131  112.468728  -7.752563e-02 0.14797532
## 7393         Smim24     72273   15.615523  -7.760757e-02 0.21320864
## 7394        Zdhhc18    503610   44.870528  -7.782750e-02 0.16472980
## 7395         Pik3r4     75669   28.238240  -7.856034e-02 0.17847704
## 7396          Nr1h2     22260   53.364333  -7.861796e-02 0.16441091
## 7397          Kat6a    244349   29.072592  -7.872541e-02 0.17499516
## 7398        Slc41a1     98396   14.284660  -7.889793e-02 0.20684957
## 7399          Napsa     16541  140.137553  -7.906738e-02 0.17462777
## 7400          S1pr4     13611   51.516916  -7.907414e-02 0.17803113
## 7401          Capsl     75568   16.917180  -7.911790e-02 0.27829578
## 7402         Cep250     16328   43.326805  -7.914709e-02 0.17111779
## 7403          Rab4b     19342   42.851704  -7.927993e-02 0.16485898
## 7404        Smarcd2     83796  111.455863  -7.935105e-02 0.14542762
## 7405          Icam2     15896   27.914934  -7.944887e-02 0.18270222
## 7406         Polr2a     20020   68.768495  -7.950540e-02 0.15266478
## 7407        Dync1h1     13424   37.060888  -8.002745e-02 0.17729203
## 7408         Slain2     75991   24.745377  -8.007342e-02 0.18072274
## 7409           Ehd2    259300   33.179475  -8.019155e-02 0.17921150
## 7410          Rab21    216344   47.016848  -8.044270e-02 0.16412553
## 7411         Eif4e3     66892   33.550009  -8.085824e-02 0.17590853
## 7412        Jakmip1     76071   43.518051  -8.122978e-02 0.16999740
## 7413           Utrn     22288   16.123191  -8.130878e-02 0.21485587
## 7414          As3mt     57344   16.385794  -8.131052e-02 0.29709917
## 7415         Cacnb1     12295   10.959605  -8.137008e-02 0.22918791
## 7416          Itpr2     16439   20.094439  -8.158820e-02 0.19457991
## 7417          Wdtc1    230796   44.510896  -8.160236e-02 0.16610067
## 7418         Kansl1     76719   33.553689  -8.166094e-02 0.17294044
## 7419         Ccdc97     52132   29.564063  -8.181677e-02 0.17671230
## 7420         Supt20     56790   37.389170  -8.207666e-02 0.17178048
## 7421          Hdac8     70315   22.590687  -8.243143e-02 0.18911580
## 7422         Map3k3     26406   34.711981  -8.243778e-02 0.17295627
## 7423         Dynlt3     67117   27.889174  -8.255806e-02 0.18381105
## 7424           Ier2     15936   75.318571  -8.263446e-02 0.16584201
## 7425          Usp24    329908   52.495089  -8.283730e-02 0.16233821
## 7426          Birc3     11796   25.072889  -8.291527e-02 0.18867498
## 7427        Plekhm1    353047   23.417182  -8.295904e-02 0.18496125
## 7428          Cnot2     72068   59.303845  -8.299138e-02 0.15898052
## 7429          Top3b     21976   32.886818  -8.324328e-02 0.17469422
## 7430           Akna    100182   49.695416  -8.354781e-02 0.17845364
## 7431         Tomm34     67145   34.228743  -8.372454e-02 0.17569239
## 7432        Slc17a9    228993   24.119661  -8.417143e-02 0.19627056
## 7433         Slc9a1     20544   22.754735  -8.435909e-02 0.18717793
## 7434          Prkd2    101540   93.244450  -8.445604e-02 0.15845105
## 7435           Irf2     16363   58.829713  -8.452454e-02 0.16362860
## 7436          Acyp1     66204   41.354286  -8.463651e-02 0.17521661
## 7437         Map4k4     26921   66.126322  -8.475822e-02 0.16135865
## 7438           Snx8    231834   25.586663  -8.494201e-02 0.19798905
## 7439          Cdh24    239096    8.460176  -8.498777e-02 0.27124635
## 7440        Sdr39u1    654795   17.272123  -8.505069e-02 0.19919227
## 7441          Snx30    209131   19.272867  -8.509461e-02 0.19645255
## 7442           Rpia     19895   75.425160  -8.522090e-02 0.19810665
## 7443         Slain1    105439   17.936938  -8.560293e-02 0.20861042
## 7444       Slc25a11     67863   43.173543  -8.571920e-02 0.16908432
## 7445         Man2a2    140481   40.035042  -8.572482e-02 0.17206869
## 7446           Grap     71520   56.319336  -8.591928e-02 0.16534466
## 7447         Gabpb1     14391   39.008565  -8.606286e-02 0.17360598
## 7448           Ly6e     17069  528.649391  -8.607432e-02 0.15173029
## 7449           Akt1     11651  110.618401  -8.612624e-02 0.14640046
## 7450          Rab3a     19339   14.617755  -8.613612e-02 0.21581417
## 7451           Men1     17283   45.019186  -8.631463e-02 0.16824527
## 7452          Hmgn3     94353   74.892078  -8.641393e-02 0.17205318
## 7453           Rere     68703   40.882140  -8.654639e-02 0.17261570
## 7454          Tgfb1     21803  192.323433  -8.673757e-02 0.16042878
## 7455         Tmem64    100201   23.253921  -8.699811e-02 0.18891384
## 7456         Ubqln2     54609   17.099070  -8.700483e-02 0.20386434
## 7457         Tnrc18    231861   20.259091  -8.721030e-02 0.19355772
## 7458          Sec63    140740   32.062882  -8.749964e-02 0.17897958
## 7459        Atp13a2     74772   70.315215  -8.750339e-02 0.17437104
## 7460        Ppp1r9b    217124   77.078907  -8.752811e-02 0.15885096
## 7461         Arpc5l     74192  206.924414  -8.757224e-02 0.14620826
## 7462          Gpr18    110168   35.706961  -8.814423e-02 0.18198529
## 7463           Sun2    223697   94.858612  -8.826637e-02 0.15826627
## 7464            Nnt     18115   33.870590  -8.840478e-02 0.17780560
## 7465          Myo1c     17913   98.523620  -8.867512e-02 0.15221455
## 7466          Cmtm6     67213   61.152467  -8.884077e-02 0.17324121
## 7467          Gpbp1     73274   71.263317  -8.918541e-02 0.15884991
## 7468          Casd1    213819   23.755489  -8.951344e-02 0.19049627
## 7469          Abcd1     11666   28.395153  -8.956670e-02 0.18675659
## 7470        Spata13    219140   50.321443  -8.975323e-02 0.17521491
## 7471         Unc45a    101869   31.566530  -8.986761e-02 0.18547778
## 7472         Prrc2c    226562   59.996901  -8.993520e-02 0.16525837
## 7473       Hsd17b11    114664   55.128933  -9.003283e-02 0.16667505
## 7474            Evl     14026   85.596607  -9.023196e-02 0.18061026
## 7475        Arhgap4    171207   85.102979  -9.026509e-02 0.16647075
## 7476          Plin3     66905   30.898629  -9.030950e-02 0.19334926
## 7477          S1pr1     13609   22.264154  -9.064314e-02 0.19759415
## 7478          Ttpal     76080   34.208025  -9.067950e-02 0.20842877
## 7479        Zcchc11      <NA>   42.356364  -9.074570e-02 0.17315608
## 7480          Gstp1     14870  116.690182  -9.085674e-02 0.17034398
## 7481         Ube2d1    216080   34.704006  -9.096700e-02 0.17870911
## 7482          Myo9b     17925   39.036328  -9.116189e-02 0.17509488
## 7483           Jak1     16451  133.411340  -9.129703e-02 0.15061751
## 7484           Acy3     71670   29.394478  -9.135447e-02 0.18869905
## 7485          Mief2    237781   10.296284  -9.141394e-02 0.24435117
## 7486         Pyhin1      <NA>   24.762187  -9.149353e-02 0.22006889
## 7487         Prrc2b    227723   44.186984  -9.170976e-02 0.17237879
## 7488       Arhgap25    232201   36.570233  -9.210728e-02 0.19444623
## 7489           Irf5     27056   53.990451  -9.217338e-02 0.16727257
## 7490         Snap29     67474   31.724242  -9.224650e-02 0.18767110
## 7491         Lypla2     26394   63.596032  -9.229707e-02 0.16911610
## 7492           Tcn2     21452   31.057235  -9.246950e-02 0.19217488
## 7493         Mum1l1      <NA>    7.121694  -9.259430e-02 0.32622164
## 7494          Zmiz1    328365   76.434688  -9.275093e-02 0.16490208
## 7495         Sh2d3c     27387   34.390409  -9.308447e-02 0.18305090
## 7496           Pkn1    320795   58.179301  -9.353443e-02 0.17362403
## 7497         Nudcd3    209586   45.533040  -9.366814e-02 0.17668447
## 7498         Inpp5d     16331  124.732279  -9.398026e-02 0.15286487
## 7499          Dock8     76088   24.752198  -9.436573e-02 0.19774954
## 7500         Armcx2     67416    6.974425  -9.438666e-02 0.32008819
## 7501          Hip1r     29816   34.398098  -9.465654e-02 0.18660040
## 7502           Wsb1     78889   60.792466  -9.481092e-02 0.16932450
## 7503          Sept6      <NA>   69.605540  -9.491966e-02 0.16415577
## 7504         Commd3     12238   70.117700  -9.502591e-02 0.17945410
## 7505           Alpl     11647  183.482754  -9.523310e-02 0.20075396
## 7506       BC017643      <NA>  105.024578  -9.573673e-02 0.15781419
## 7507       Trp53i11    277414  227.918743  -9.607561e-02 0.16433059
## 7508        Pip5k1c     18717   44.187132  -9.629273e-02 0.17667100
## 7509            Lyn     17096   58.304028  -9.647926e-02 0.17537150
## 7510          Txnip     56338  116.148609  -9.673725e-02 0.16055020
## 7511          Gdf11     14561   15.122794  -9.684275e-02 0.22972591
## 7512          Prkcd     18753   57.151971  -9.712682e-02 0.17795257
## 7513           Gng2     14702   34.043019  -9.725722e-02 0.18801298
## 7514          Plcg1     18803   51.163463  -9.733428e-02 0.17585030
## 7515           Cbx4     12418   14.784703  -9.753783e-02 0.22387614
## 7516         Phlpp1     98432   25.574156  -9.767044e-02 0.19465172
## 7517           Mcl1     17210  118.693226  -9.793640e-02 0.16423261
## 7518         Ifi203     15950   64.492970  -9.810253e-02 0.17688788
## 7519          Stat4     20849   54.174760  -9.843846e-02 0.18718413
## 7520           Pten     19211   58.276445  -9.848704e-02 0.17841495
## 7521       Rabgap1l     29809   39.203134  -9.866378e-02 0.18170108
## 7522         Csrnp1    215418   57.459752  -9.887338e-02 0.19097038
## 7523           Cds2    110911   33.395949  -9.917170e-02 0.18699677
## 7524       Ankrd13d     68423   12.811849  -9.987036e-02 0.26095070
## 7525       Pafah1b3     18476  123.834679  -1.003332e-01 0.16597830
## 7526           Gse1    382034   30.363702  -1.005740e-01 0.20004969
## 7527         Dab2ip     69601   22.078511  -1.006291e-01 0.21503580
## 7528         Zmynd8    228880   29.730703  -1.006897e-01 0.19155266
## 7529        B4galt1     14595   26.238618  -1.009415e-01 0.19816079
## 7530           Cd36     12491   45.738175  -1.011158e-01 0.18970970
## 7531           Ric8      <NA>   38.235613  -1.012087e-01 0.18963146
## 7532           Adnp     11538   21.759900  -1.013552e-01 0.20602269
## 7533          Rasa3     19414  103.521617  -1.014140e-01 0.18976207
## 7534       Slc9a3r1     26941   69.766319  -1.015203e-01 0.16915288
## 7535         Malat1     72289   95.676901  -1.019866e-01 0.19629374
## 7536           Srgn     19073  243.630542  -1.024184e-01 0.21483122
## 7537  4931429I11Rik      <NA>   68.776238  -1.028278e-01 0.18941530
## 7538          Maml1    103806   18.592564  -1.031759e-01 0.21237907
## 7539         Eif4a2     13682  127.372153  -1.032017e-01 0.17108178
## 7540           Hes1     15205   41.884076  -1.033087e-01 0.21587412
## 7541          Fcrl6    677296   85.393585  -1.037076e-01 0.40931609
## 7542          Snx20     71607   41.031119  -1.038936e-01 0.18743513
## 7543         Sptbn1     20742   83.877999  -1.039829e-01 0.16291622
## 7544         Ppp3cc     19057   41.332814  -1.044335e-01 0.27539389
## 7545          Ddx17     67040  168.423089  -1.044926e-01 0.16723283
## 7546        Slc38a2     67760   99.746256  -1.045224e-01 0.16883482
## 7547         Iqgap1     29875   98.500591  -1.055370e-01 0.16011875
## 7548         Prdm14    383491    2.010411  -1.062814e-01 0.68532079
## 7549  E130308A19Rik    230259   21.097664  -1.067963e-01 0.21108013
## 7550         Zfp292     30046   20.258417  -1.068126e-01 0.21190810
## 7551          Ccng1     12450   57.972574  -1.068266e-01 0.18554701
## 7552         Trim11     94091   38.074777  -1.068857e-01 0.20429601
## 7553       Tmem106b     71900   32.371912  -1.071032e-01 0.21531833
## 7554       Arhgap15     76117   81.896807  -1.075497e-01 0.16746864
## 7555       Tbc1d10c    108995  204.629833  -1.082318e-01 0.18003038
## 7556            Son     20658   82.927426  -1.082695e-01 0.16890633
## 7557          Runx1     12394   24.418050  -1.083469e-01 0.20444110
## 7558          Mgst1     56615   44.694851  -1.084424e-01 0.27352022
## 7559          Rragd     52187   29.731169  -1.084813e-01 0.21271000
## 7560         Stk17b     98267  102.849149  -1.085508e-01 0.17417578
## 7561           Map7     17761   21.926751  -1.085705e-01 0.22840669
## 7562         Hdac11    232232   17.580134  -1.087408e-01 0.23671452
## 7563        Gm11346     76024    5.822134  -1.091532e-01 0.38459991
## 7564        Slc25a1     13358   51.360216  -1.096408e-01 0.18777609
## 7565           Cap1     12331  181.443472  -1.097170e-01 0.15709014
## 7566           Rin3    217835   24.257946  -1.098933e-01 0.22259234
## 7567          Kmt2e     69188   34.537056  -1.105059e-01 0.19352599
## 7568          Crip2     68337  118.842854  -1.108497e-01 0.24044731
## 7569          Prkcb     18751   84.601438  -1.113371e-01 0.19496216
## 7570         Ttll11     74410    5.459638  -1.114560e-01 0.41263662
## 7571          Abhd2     54608   28.222751  -1.115006e-01 0.20861071
## 7572          Csrp2     13008   52.433009  -1.116514e-01 0.19586664
## 7573          Hint2     68917   16.780324  -1.117587e-01 0.25111757
## 7574         Agpat9      <NA>   40.165986  -1.118426e-01 0.21479544
## 7575       Suv420h1      <NA>   22.926772  -1.119891e-01 0.21354476
## 7576         Txnrd3    232223   61.596779  -1.121761e-01 0.20705894
## 7577          Nrros    224109   65.841343  -1.124379e-01 0.19416869
## 7578         Mcoln2     68279   22.933583  -1.130184e-01 0.23139956
## 7579         Arid5a    214855   18.937387  -1.131917e-01 0.22863390
## 7580         Hibadh     58875   90.015436  -1.134768e-01 0.17622490
## 7581         Lman2l    214895   15.267173  -1.138475e-01 0.24157007
## 7582          Epha2     13836   12.319638  -1.139292e-01 0.32581238
## 7583         Zcchc7    319885   18.783741  -1.146024e-01 0.23442302
## 7584         Bckdha     12039   42.019118  -1.152289e-01 0.18992032
## 7585          Dock9    105445   43.531926  -1.156358e-01 0.20178531
## 7586        Pik3ip1    216505   45.335256  -1.160035e-01 0.18807939
## 7587          Ifi27     52668  124.331260  -1.176247e-01 0.19679733
## 7588         Selplg     20345   33.204482  -1.177283e-01 0.24518182
## 7589          Cytip    227929   39.706983  -1.183205e-01 0.20552359
## 7590          Prkcq     18761   10.449664  -1.186114e-01 0.35398521
## 7591         Pced1b    239647   27.260467  -1.192850e-01 0.22899360
## 7592          Top2b     21974  192.842235  -1.194977e-01 0.17080092
## 7593       Serpinf1     20317   52.525674  -1.197831e-01 0.23953611
## 7594         Gm4759      <NA>   39.192016  -1.198069e-01 0.20846180
## 7595          Rptor     74370   26.246034  -1.203338e-01 0.21423299
## 7596        Tmem243    652925  106.279910  -1.207767e-01 0.17304710
## 7597  1700030K09Rik     72254   12.952629  -1.218645e-01 0.26392865
## 7598  1110004F10Rik     56372   84.536632  -1.220093e-01 0.17500951
## 7599         Zfp608    269023   18.422496  -1.220352e-01 0.24047979
## 7600         Ptpn22     19260   11.799139  -1.222652e-01 0.29583465
## 7601        Tsc22d4      <NA>  130.918508  -1.232165e-01 0.16890572
## 7602           Gbp9    236573   24.099299  -1.232796e-01 0.29496635
## 7603          Sirt3     64384   21.769002  -1.234390e-01 0.24761003
## 7604           Chd4    107932  170.124448  -1.240681e-01 0.15801649
## 7605           Lcp2     16822   19.898602  -1.242101e-01 0.29028528
## 7606          Otub2     68149   25.570221  -1.250124e-01 0.28399923
## 7607          Mfsd6     98682   12.614798  -1.253414e-01 0.27157335
## 7608           Cerk    223753   64.101948  -1.254119e-01 0.20901905
## 7609          Nucb1     18220  114.472027  -1.255384e-01 0.20377830
## 7610         Notch1     18128   22.756347  -1.255822e-01 0.23497825
## 7611           Smtn     29856   93.518508  -1.257174e-01 0.17227330
## 7612           Phip     83946   35.870198  -1.258758e-01 0.20267699
## 7613       Zkscan17    268417   62.292849  -1.265856e-01 0.20198218
## 7614         Ipcef1    320495   22.927271  -1.268098e-01 0.27757171
## 7615        Tspan32     27027   54.316332  -1.268684e-01 0.22642736
## 7616          Tnks2     74493   53.331130  -1.270108e-01 0.19083433
## 7617           Dok3     27261   77.144730  -1.274290e-01 0.23832815
## 7618         Adrbk1      <NA>  265.712966  -1.281071e-01 0.15367659
## 7619           Nsd1     18193   19.930037  -1.286387e-01 0.23662364
## 7620          Casp8     12370   53.823215  -1.286765e-01 0.19177161
## 7621            Bcr    110279   20.560259  -1.288860e-01 0.26507912
## 7622         Ablim1    226251  120.472478  -1.292163e-01 0.17714006
## 7623          Pcbp3     59093   11.936728  -1.292325e-01 0.28712816
## 7624          Gstt2     14872   40.502141  -1.299643e-01 0.23506530
## 7625          Esyt2     52635   27.232335  -1.300779e-01 0.22388110
## 7626          N4bp2    333789   34.038639  -1.304929e-01 0.20983370
## 7627         Ifngr2     15980   51.850964  -1.305924e-01 0.19720749
## 7628           Cd93     17064  140.915791  -1.318633e-01 0.20977614
## 7629         Sdhaf2     66072   37.859412  -1.319724e-01 0.20695551
## 7630        Cbfa2t3     12398   15.623917  -1.330529e-01 0.27222229
## 7631          Capn2     12334   21.582168  -1.344202e-01 0.39664102
## 7632           Aff1     17355   38.871730  -1.347120e-01 0.20604739
## 7633           Lhpp     76429   18.584639  -1.347608e-01 0.25012184
## 7634         Slc2a9    117591   22.245307  -1.350252e-01 0.23227998
## 7635        Mir8091 102465884    2.513014  -1.354950e-01 0.76735259
## 7636          Limd2     67803  119.378392  -1.355165e-01 0.18568970
## 7637         Glipr1     73690   11.110317  -1.356267e-01 0.34657717
## 7638        Slc30a4     22785   10.960146  -1.360884e-01 0.31769393
## 7639        Fam107b     66540  164.261499  -1.368572e-01 0.16328700
## 7640         Adssl1     11565   14.598612  -1.377959e-01 0.29151618
## 7641          Ypel3     66090  111.147933  -1.389602e-01 0.18668880
## 7642  D930015E06Rik      <NA>   67.919594  -1.389695e-01 0.19274449
## 7643          Gngt2     14710  100.814245  -1.391480e-01 0.18021248
## 7644         Fam20b    215015   38.845353  -1.396587e-01 0.22984769
## 7645          Mef2d     17261   67.285120  -1.398994e-01 0.19728373
## 7646           Clk4     12750   36.383196  -1.401392e-01 0.21780715
## 7647          Mgat1     17308  132.737879  -1.414917e-01 0.18041323
## 7648           Acpp     56318   65.207742  -1.433129e-01 0.26658622
## 7649          F13a1     74145    7.295966  -1.436263e-01 0.38667337
## 7650         Marcks     17118   38.512265  -1.442907e-01 0.23261184
## 7651       Tnfrsf19     29820   94.532763  -1.447235e-01 0.21794707
## 7652           Mzb1     69816  721.759412  -1.452669e-01 0.21157137
## 7653        Pcdhb22     93893    7.458280  -1.475674e-01 0.43895399
## 7654         Fbxl12     30843   76.841303  -1.483956e-01 0.28863174
## 7655        Themis2    230787   38.232455  -1.484915e-01 0.23538796
## 7656            Aes      <NA>  130.943663  -1.487575e-01 0.22819989
## 7657         B3gnt5    108105   15.944241  -1.498271e-01 0.30603023
## 7658           Sdc4     20971   92.870939  -1.499884e-01 0.20855088
## 7659        Tmem263    103266   14.934996  -1.500877e-01 0.29334816
## 7660  2900026A02Rik    243219   37.690096  -1.518292e-01 0.22561764
## 7661          Xrcc6     14375   86.499690  -1.521496e-01 0.21098469
## 7662          Arl5c    217151   93.021637  -1.522118e-01 0.21033743
## 7663          Dusp2     13537   95.860699  -1.522371e-01 0.19787286
## 7664         Hivep2     15273   19.251386  -1.530545e-01 0.29600665
## 7665        Edaradd    171211   13.785913  -1.532755e-01 0.36946153
## 7666          Pde4b     18578   46.328302  -1.542293e-01 0.21928603
## 7667           Dpp4     13482   98.203609  -1.548096e-01 0.24776884
## 7668           Acp6     66659   69.207898  -1.549866e-01 0.21257952
## 7669         Clint1    216705   64.951902  -1.550538e-01 0.20601352
## 7670        Tnfsf10     22035   12.125919  -1.551592e-01 0.33289789
## 7671          Pold4     69745  125.004498  -1.568015e-01 0.18508354
## 7672          Mgea5      <NA>   49.826444  -1.572302e-01 0.20781908
## 7673         Klhl24     75785   34.708026  -1.581107e-01 0.22867884
## 7674           Gga2     74105   99.516073  -1.581275e-01 0.20331609
## 7675           Ets1     23871  143.265419  -1.583346e-01 0.18501744
## 7676          Orai2    269717   25.416174  -1.587812e-01 0.24708238
## 7677           Bin1     30948  133.605764  -1.600929e-01 0.18633145
## 7678          Cxxc5     67393   70.063007  -1.602563e-01 0.20428831
## 7679        C1galt1     94192   63.262138  -1.604438e-01 0.22136100
## 7680          Gm525    217071  241.084493  -1.612813e-01 0.28236294
## 7681           Ccm2    216527   77.748382  -1.616724e-01 0.20744927
## 7682          Cabp4     73660   26.396861  -1.634462e-01 0.24965504
## 7683          Mgst2    211666  118.347508  -1.636484e-01 0.20234980
## 7684        Cacna1e     12290    8.783485  -1.643287e-01 0.41579067
## 7685          Kdm5b     75605   15.779271  -1.664435e-01 0.40370965
## 7686        Chchd10    103172  379.302933  -1.666231e-01 0.16344315
## 7687        Arhgdib     11857  700.809361  -1.671406e-01 0.15257224
## 7688           Myl2     17906    3.015617  -1.674610e-01 0.85310937
## 7689         Ankrd6    140577   12.434861  -1.686686e-01 0.35602784
## 7690           Selm      <NA>   67.940226  -1.688734e-01 0.24564481
## 7691          Tor4a    227612   29.722480  -1.691665e-01 0.24652077
## 7692         Dock10    210293   31.558317  -1.702035e-01 0.24160586
## 7693         Phldb3    232970   85.450512  -1.708424e-01 0.24499833
## 7694          Ccm2l    228788    7.778203  -1.736016e-01 0.48706091
## 7695        Cep170b    217882   17.581105  -1.753902e-01 0.32349546
## 7696           Egr1     13653   19.275959  -1.756918e-01 0.32395027
## 7697           Cd53     12508  117.284157  -1.768395e-01 0.21121546
## 7698          Rgs18     64214    8.300715  -1.829971e-01 0.48458192
## 7699         B3gnt8    232984   13.749440  -1.854724e-01 0.39920649
## 7700            Cat     12359  213.932073  -1.866559e-01 0.21373592
## 7701           Cd37     12493  849.456463  -1.872616e-01 0.15441395
## 7702          Fubp1     51886   31.070856  -1.887224e-01 0.25835445
## 7703        Ubash3a    328795    8.296797  -1.898699e-01 0.49257734
## 7704           Psd4    215632   50.842629  -1.901333e-01 0.24172243
## 7705        Apobec1     11810   59.610110  -1.904564e-01 0.29761927
## 7706           Il7r     16197  104.242542  -1.916157e-01 0.21476689
## 7707           Sox4     20677  113.513430  -1.931853e-01 0.22164508
## 7708           Stk4     58231   93.836930  -1.938519e-01 0.20281130
## 7709           Elk4     13714   36.878549  -1.995704e-01 0.24899560
## 7710            Bmf    171543   33.189676  -2.017304e-01 0.27843301
## 7711           Aff3     16764   36.533962  -2.018499e-01 0.26591617
## 7712          Scn4b    399548   53.583310  -2.066708e-01 0.51731604
## 7713          Plcb2     18796   32.403869  -2.071626e-01 0.29010709
## 7714           Rag2     19374   51.938339  -2.076235e-01 0.32224096
## 7715         Fam65a      <NA>   28.724322  -2.083119e-01 0.27199885
## 7716          Sytl1    269589   11.954111  -2.110029e-01 0.42259278
## 7717          Cd79b     15985  702.564283  -2.123436e-01 0.19873123
## 7718           Adh1     11522    6.303950  -2.159089e-01 0.59518820
## 7719           Rac2     19354  197.616648  -2.163163e-01 0.22608109
## 7720          Myo7a     17921   31.719363  -2.173598e-01 0.28363580
## 7721         Cdkn1a     12575    9.654229  -2.221460e-01 0.55664677
## 7722         Slamf6     30925  137.293592  -2.243881e-01 0.25233509
## 7723          Tapt1    231225  105.823488  -2.258805e-01 0.24845317
## 7724         Map4k2     26412   85.771136  -2.266930e-01 0.22715623
## 7725          Lrrn3     16981   11.458503  -2.270103e-01 0.60097896
## 7726           Dgkd    227333   88.034443  -2.279733e-01 0.21793994
## 7727         Sh3bp5     24056  186.673531  -2.284022e-01 0.20460090
## 7728          Hdac7     56233   77.566259  -2.298725e-01 0.25893342
## 7729           Ddx5     13207  468.653578  -2.300423e-01 0.14408438
## 7730          Mmrn1     70945  112.358722  -2.304053e-01 0.20914634
## 7731           Blnk     17060  201.367318  -2.309294e-01 0.22016730
## 7732            Syk     20963   92.697654  -2.318496e-01 0.28727988
## 7733       Ppp1r16b    228852   26.378775  -2.345565e-01 0.31106254
## 7734          Neil1     72774   21.740361  -2.381604e-01 0.33826299
## 7735        Slc12a6    107723   68.283917  -2.386907e-01 0.23510399
## 7736          Itpkb    320404   41.347135  -2.412148e-01 0.26155858
## 7737           Lef1     16842  134.192768  -2.469411e-01 0.26394887
## 7738         Smim20     66278  101.612461  -2.531224e-01 0.22307366
## 7739          Eef2k     13631   40.496009  -2.532751e-01 0.27589009
## 7740          Susd1    634731   86.040799  -2.550346e-01 0.25410527
## 7741            Myb     17863  199.421121  -2.574326e-01 0.19835789
## 7742      Trp53inp1     60599   64.138192  -2.581238e-01 0.25266671
## 7743         Pbxip1    229534   42.349248  -2.599412e-01 0.30762017
## 7744        Dnajc21     78244   87.446080  -2.628562e-01 0.27025986
## 7745         Tm6sf1    107769   67.261352  -2.645176e-01 0.24091594
## 7746           Clk1     12747  102.014457  -2.650116e-01 0.25578194
## 7747          Rrm2b    382985   18.251197  -2.651741e-01 0.44293856
## 7748        Plekha2     83436  101.446167  -2.691183e-01 0.21025629
## 7749         Lgals9     16859  441.985338  -2.698483e-01 0.14602684
## 7750           Elf1     13709  159.565300  -2.717149e-01 0.19559945
## 7751          Cd1d1     12479   34.538021  -2.769331e-01 0.31515908
## 7752         Gimap1     16205  138.205524  -2.785241e-01 0.20924957
## 7753         Elovl6    170439   34.031667  -2.827470e-01 0.32702643
## 7754        Slc35f3    210027   21.555613  -2.841903e-01 0.50362128
## 7755          Ptgr1     67103  187.017479  -2.879630e-01 0.30410117
## 7756        Unc93b1     54445  201.053205  -2.912108e-01 0.24562862
## 7757         Il17ra     16172   97.845770  -2.915741e-01 0.22859065
## 7758         Cyfip2     76884  110.082488  -2.951114e-01 0.25044761
## 7759           Mgmt     17314    9.138462  -2.963245e-01 0.64799076
## 7760          Pqlc3    217430   31.035878  -2.964097e-01 0.34332404
## 7761            Dck     13178  160.103438  -3.019907e-01 0.24463698
## 7762           Cd19     12478  451.546728  -3.067960e-01 0.21389606
## 7763         Pik3cd     18707  116.497602  -3.097127e-01 0.33088323
## 7764           Myl4     17896   13.579177  -3.126449e-01 0.67500709
## 7765          Rcsd1    226594  293.752964  -3.173281e-01 0.18701648
## 7766           Nkd2     72293   18.734011  -3.218671e-01 0.49980638
## 7767        Ptprcap     19265  500.491127  -3.271137e-01 0.22702491
## 7768         Inafm2 100043272   44.861950  -3.272277e-01 0.39537277
## 7769           Rag1     19373  111.640388  -3.308948e-01 0.45362614
## 7770         Zfp386     56220   25.065492  -3.317927e-01 0.43177446
## 7771         Ube2j1     56228  117.573293  -3.331539e-01 0.26118510
## 7772         Akap12     83397   99.777505  -3.333018e-01 0.28489284
## 7773        Snora33 100529074   40.592176  -3.375374e-01 1.40285312
## 7774           Tcf3     21423  194.700635  -3.396515e-01 0.22729320
## 7775        Tnfaip3     21929   15.434550  -3.400662e-01 0.53026536
## 7776         Hp1bp3     15441   89.692887  -3.434307e-01 0.22785354
## 7777           Drc7    330830   63.980527  -3.455599e-01 0.43035507
## 7778          Chst3     53374  138.973782  -3.500582e-01 0.21911342
## 7779        Kansl1l     68691   36.018357  -3.520542e-01 0.34022476
## 7780           Pgls     66171  212.788390  -3.558163e-01 0.24140018
## 7781  2610524H06Rik    330173    9.444591  -3.646840e-01 0.68018155
## 7782           Lig4    319583   16.589457  -3.670593e-01 0.54049195
## 7783        Gm17296      <NA>   61.424601  -3.690235e-01 0.26132337
## 7784        Siglecg    243958   67.782116  -3.706132e-01 0.26950230
## 7785            Xlr     22441    4.770299  -3.708386e-01 1.07569329
## 7786           Ly6d     17068    7.940618  -3.722479e-01 0.80353952
## 7787           Mlec    109154  154.299315  -3.727693e-01 0.18353655
## 7788          Cd79a     12518 1288.964786  -3.747140e-01 0.16667512
## 7789         Carns1    107239   23.597692  -3.752742e-01 0.50107433
## 7790          Bace1     23821    4.805286  -3.754178e-01 0.97897097
## 7791         Pcmtd1    319263   64.119514  -3.790110e-01 0.26934257
## 7792           Spib    272382   86.997992  -3.812439e-01 0.46551887
## 7793           H1f0     14958   83.867018  -3.851492e-01 0.32483458
## 7794        Smarca4     20586  254.024341  -3.941860e-01 0.22439226
## 7795          Wdfy4    545030  119.726091  -3.980134e-01 0.19606613
## 7796           Gmfg     63986  281.298596  -4.095765e-01 0.15401728
## 7797          Clic6    209195    6.133882  -4.097136e-01 0.92801467
## 7798         Vpreb3     22364 1557.718052  -4.122407e-01 0.25015193
## 7799         Impdh1     23917  128.892305  -4.129489e-01 0.25656810
## 7800       Stambpl1     76630  100.961742  -4.152330e-01 0.24392858
## 7801          Ephx1     13849   25.240756  -4.246004e-01 0.56071030
## 7802           Il16     16170   98.959965  -4.310231e-01 0.25004335
## 7803           Cd72     12517   57.084314  -4.313840e-01 0.47746243
## 7804        Eif2ak3     13666   63.916361  -4.368681e-01 0.31242028
## 7805            Erg     13876  113.115147  -4.489751e-01 0.27289312
## 7806          Klhl6    239743  149.201712  -4.503862e-01 0.21557657
## 7807         Cnksr3    215748   20.240694  -4.519753e-01 0.54621762
## 7808         Plxdc1     72324   20.899331  -4.624513e-01 0.55319512
## 7809           Gpam     14732   60.522336  -4.672723e-01 0.62503930
## 7810         Slamf7     75345   71.570883  -4.757917e-01 0.44634848
## 7811         Sft2d2    108735   80.204194  -4.846760e-01 0.30665261
## 7812          Cyth1     19157  126.858997  -4.853759e-01 0.20240731
## 7813           Gjc2    118454   14.091299  -5.012054e-01 0.72860968
## 7814          Ccnd3     12445  297.643292  -5.111615e-01 0.15336975
## 7815          Foxo1     56458  128.001487  -5.126496e-01 0.30055622
## 7816        Tspan13     66109  264.489376  -5.132262e-01 0.20359705
## 7817          Pde2a    207728  534.073652  -5.143862e-01 0.17854779
## 7818         B3gnt2     53625  125.838950  -5.146260e-01 0.35027681
## 7819           Tifa    211550  243.181641  -5.146332e-01 0.40049961
## 7820           Ppt1     19063   54.988034  -5.251890e-01 0.35537905
## 7821       Ankrd33b     67434    7.797134  -5.317954e-01 0.92058329
## 7822           Ebf1     13591  147.281949  -5.358533e-01 0.17534248
## 7823         Fam65b      <NA>   65.952846  -5.364798e-01 0.34626721
## 7824           Pax5     18507  147.290219  -5.803496e-01 0.20095013
## 7825         Atp2a3     53313  213.526910  -5.892853e-01 0.38973047
## 7826          Enpep     13809  129.374929  -6.034605e-01 0.65414869
## 7827      Epb4.1l4b      <NA>   59.793484  -6.382685e-01 0.67130000
## 7828          Bcl7a     77045  117.083798  -6.623763e-01 0.31908502
## 7829          Nedd9     18003  213.196110  -6.742008e-01 0.16956693
## 7830            Snn     20621  186.747596  -6.781714e-01 0.36428948
## 7831         Camk2d    108058   86.819684  -6.931524e-01 0.48665308
## 7832           Bst1     12182   81.467314  -7.203346e-01 0.91549898
## 7833          Gfra1     14585   42.865291  -7.713529e-01 0.74898132
## 7834          Arntl     11865   27.222345  -8.309059e-01 0.81978070
## 7835         Fam53b     77938  121.443752  -8.354434e-01 0.48838810
## 7836         Cdkn2a     12578   16.455113  -9.253226e-01 1.08736727
## 7837          Igll1     16136 1076.896816  -9.272506e-01 0.42279258
## 7838        Fam129c      <NA>   57.217062  -9.345769e-01 0.86595198
## 7839          Cplx2     12890  221.381587  -1.046530e+00 0.60935585
## 7840         Adgrg1     14766  253.820459  -1.048626e+00 0.37310187
## 7841         Vpreb1     22362 1020.766307  -1.126520e+00 0.48865596
## 7842         Smtnl2    276829   30.847362  -1.233569e+00 1.04874750
## 7843       Cyb561a3    225912   67.697943  -1.358061e+00 0.58698691
## 7844         Clec2d     93694   69.588417  -1.383412e+00 0.51689658
## 7845         Cep164    214552   37.869284  -1.426981e+00 0.59124440
## 7846         Tmem98    103743    6.291936  -1.878444e+00 2.00110163
## 7847         Adgrf1     77596    4.808667  -2.025975e+00 2.20725800
## 7848          Rps4l     66184    3.660047  -2.056981e+00 2.40626591
## 7849         Arpp21     74100    9.121411  -2.120300e+00 1.39419804
## 7850           Thy1     21838   13.426389  -2.583355e+00 0.84907686
## 7851            Blk     12143    9.114795  -2.677958e+00 1.59799478
## 7852         Steap4    117167   21.566578  -2.989197e+00 0.76779555
## 7853          Myl10     59310   15.252859  -4.878148e+00 1.28142492
## 7854         Mir7-1    723902   16.557264  -1.992996e+01 4.45100897
## 7855        Snora68    104370   34.542170  -2.114834e+01 4.20788042
## 7856        Snord89 100217461   47.747270  -2.165072e+01 4.12880957
## 7857        Mir3101 100526505   82.306222  -2.245558e+01 4.02699812
## 7858       Snord83b 100302601  199.533330  -2.369999e+01 3.92210943
##            pvalue         padj
## 1              NA           NA
## 2              NA           NA
## 3    5.149872e-11 1.683579e-08
## 4    2.128042e-28 1.669662e-24
## 5    1.967458e-15 1.403334e-12
## 6    1.122746e-07 1.631308e-05
## 7    3.933382e-17 3.857664e-14
## 8    5.259992e-08 8.422428e-06
## 9    4.144532e-08 6.918722e-06
## 10   1.576247e-07 2.208435e-05
## 11   3.336416e-07 4.215106e-05
## 12   3.384549e-07 4.215106e-05
## 13   5.083636e-07 5.780610e-05
## 14   1.083191e-13 5.311697e-11
## 15   1.717163e-07 2.322907e-05
## 16   1.477558e-10 4.458814e-08
## 17   2.088692e-21 5.462626e-18
## 18   4.804242e-20 7.538816e-17
## 19   9.120012e-07 9.540748e-05
## 20   4.336994e-07 5.155766e-05
## 21   1.158956e-08 2.392940e-06
## 22   4.810488e-21 9.435771e-18
## 23   1.416164e-06 1.388903e-04
## 24   4.699855e-07 5.422804e-05
## 25   7.532402e-08 1.171838e-05
## 26   7.620387e-22 2.989478e-18
## 27   2.032226e-06 1.791555e-04
## 28   1.527531e-09 3.866131e-07
## 29   3.041869e-06 2.486095e-04
## 30   1.734012e-09 4.251581e-07
## 31   3.138622e-06 2.538724e-04
## 32   6.035088e-09 1.279765e-06
## 33   7.924860e-10 2.144085e-07
## 34   8.837003e-08 1.308210e-05
## 35   5.179470e-14 2.709208e-11
## 36   8.167485e-06 5.621236e-04
## 37   5.252285e-06 3.962445e-04
## 38   5.103115e-15 3.079926e-12
## 39   1.985887e-09 4.451791e-07
## 40   8.744629e-06 5.966118e-04
## 41   1.107396e-05 7.240525e-04
## 42   2.990718e-06 2.470018e-04
## 43   9.547996e-06 6.348608e-04
## 44   5.613892e-06 4.194914e-04
## 45   7.586353e-06 5.267480e-04
## 46   2.249342e-05 1.336995e-03
## 47   3.519584e-05 1.944694e-03
## 48   2.593256e-05 1.496080e-03
## 49   3.831460e-06 3.067514e-04
## 50   2.164243e-06 1.871919e-04
## 51   2.354179e-05 1.378425e-03
## 52   2.091467e-05 1.262281e-03
## 53   5.435605e-05 2.805774e-03
## 54   4.690457e-05 2.469888e-03
## 55   3.591504e-07 4.335222e-05
## 56   6.004431e-05 3.039404e-03
## 57   7.684739e-05 3.768404e-03
## 58   1.778150e-06 1.679195e-04
## 59   8.071473e-05 3.885201e-03
## 60   3.468147e-07 4.251732e-05
## 61   1.538625e-04 6.706695e-03
## 62   1.530597e-04 6.706695e-03
## 63   1.931517e-04 8.191719e-03
## 64   1.273090e-09 3.329555e-07
## 65   2.329728e-04 9.520334e-03
## 66   2.555456e-04 1.017772e-02
## 67   2.534912e-04 1.017772e-02
## 68   2.739063e-04 1.062094e-02
## 69   2.544350e-04 1.017772e-02
## 70   2.813627e-04 1.073963e-02
## 71   2.315124e-04 9.510192e-03
## 72   2.497540e-06 2.084649e-04
## 73   3.291108e-04 1.206637e-02
## 74   3.291108e-04 1.206637e-02
## 75   2.655158e-04 1.052140e-02
## 76   2.229693e-08 4.068412e-06
## 77   3.427985e-05 1.907515e-03
## 78   8.606215e-05 4.078431e-03
## 79   3.910500e-04 1.394627e-02
## 80   3.458440e-11 1.179779e-08
## 81   3.099041e-07 4.115431e-05
## 82   4.461579e-07 5.224709e-05
## 83   2.816190e-08 4.803440e-06
## 84   1.797762e-06 1.679195e-04
## 85   3.299078e-11 1.176571e-08
## 86   2.946431e-04 1.100843e-02
## 87   4.172769e-04 1.474754e-02
## 88   2.747963e-04 1.062094e-02
## 89   2.134918e-16 1.861174e-13
## 90   5.433128e-13 2.507549e-10
## 91   6.694058e-07 7.097510e-05
## 92   3.559649e-16 2.792901e-13
## 93   2.797773e-05 1.602287e-03
## 94   4.472896e-05 2.371239e-03
## 95   8.628849e-05 4.078431e-03
## 96   6.073594e-04 1.898543e-02
## 97   3.533888e-04 1.283652e-02
## 98   2.776627e-08 4.803440e-06
## 99   2.012838e-04 8.490711e-03
## 100  2.009878e-06 1.791555e-04
## 101  5.861832e-04 1.862022e-02
## 102  5.888883e-04 1.863072e-02
## 103  6.701283e-06 4.741634e-04
## 104  7.545523e-04 2.277007e-02
## 105  1.892030e-05 1.168887e-03
## 106  2.837302e-05 1.613150e-03
## 107  3.147156e-07 4.115431e-05
## 108  5.735854e-04 1.829411e-02
## 109  1.063449e-06 1.083613e-04
## 110  4.330195e-06 3.431789e-04
## 111  1.014444e-04 4.675486e-03
## 112  7.203048e-05 3.575447e-03
## 113  6.708149e-06 4.741634e-04
## 114  1.018200e-03 2.969813e-02
## 115  1.258192e-19 1.645296e-16
## 116  3.195075e-12 1.392698e-09
## 117  4.809460e-06 3.736141e-04
## 118  4.973050e-08 8.128865e-06
## 119  2.905050e-04 1.090575e-02
## 120  1.838167e-09 4.370381e-07
## 121  6.633779e-07 7.097510e-05
## 122  1.950033e-05 1.195309e-03
## 123  1.098942e-03 3.135381e-02
## 124  1.924494e-04 8.191719e-03
## 125  5.361879e-04 1.732785e-02
## 126  3.974976e-04 1.411206e-02
## 127  1.395298e-06 1.385760e-04
## 128  7.777654e-08 1.173528e-05
## 129  1.088043e-03 3.118614e-02
## 130  6.578999e-04 2.016360e-02
## 131  3.729016e-04 1.342104e-02
## 132  8.974586e-12 3.706032e-09
## 133  1.389206e-03 3.633238e-02
## 134  2.819733e-04 1.073963e-02
## 135  4.606932e-04 1.564673e-02
## 136  5.329120e-07 5.973183e-05
## 137  2.739113e-08 4.803440e-06
## 138  1.427228e-03 3.693735e-02
## 139  5.193303e-06 3.955986e-04
## 140  1.863805e-05 1.160588e-03
## 141  1.543720e-03 3.932475e-02
## 142  4.491387e-04 1.552398e-02
## 143  1.277086e-04 5.661026e-03
## 144  1.756396e-03 4.347218e-02
## 145  7.913252e-15 4.434812e-12
## 146  1.896732e-03 4.665129e-02
## 147  4.368934e-05 2.364045e-03
## 148  2.240116e-04 9.299443e-03
## 149  6.312051e-07 6.904862e-05
## 150  1.776804e-03 4.383901e-02
## 151  1.703686e-11 6.683560e-09
## 152  1.437291e-03 3.697371e-02
## 153  5.154126e-05 2.678098e-03
## 154  6.642951e-04 2.028039e-02
## 155  2.697348e-04 1.058170e-02
## 156  4.970253e-04 1.652398e-02
## 157  2.165690e-03 5.221695e-02
## 158  4.945889e-04 1.651296e-02
## 159  1.456337e-03 3.734123e-02
## 160  2.400599e-06 2.025280e-04
## 161  1.310881e-05 8.361928e-04
## 162  2.280122e-03 5.388505e-02
## 163  1.132495e-05 7.343433e-04
## 164  6.450805e-06 4.670871e-04
## 165  2.697584e-03 6.081966e-02
## 166  2.904488e-04 1.090575e-02
## 167  1.342530e-03 3.570674e-02
## 168  2.992224e-04 1.112654e-02
## 169  3.791381e-03 7.766886e-02
## 170  5.743022e-05 2.925958e-03
## 171  2.774645e-03 6.219962e-02
## 172  3.441918e-03 7.182258e-02
## 173  2.478234e-11 9.259155e-09
## 174  4.112057e-03 8.209465e-02
## 175  4.740501e-03 9.183697e-02
## 176  5.456446e-03 1.026649e-01
## 177  3.345752e-03 7.056660e-02
## 178  2.011227e-06 1.791555e-04
## 179  2.460640e-03 5.711887e-02
## 180  2.899179e-03 6.455174e-02
## 181  1.270377e-03 3.437027e-02
## 182  2.551691e-03 5.888403e-02
## 183  1.118295e-03 3.167561e-02
## 184  4.836272e-04 1.621598e-02
## 185  4.889816e-03 9.403308e-02
## 186  1.929473e-09 4.451791e-07
## 187  6.435907e-03 1.145037e-01
## 188  2.960804e-03 6.543794e-02
## 189  4.039019e-03 8.104895e-02
## 190  2.650835e-03 6.022816e-02
## 191  1.030762e-03 2.995318e-02
## 192  2.169606e-03 5.221695e-02
## 193  2.493945e-17 2.795356e-14
## 194  5.366643e-04 1.732785e-02
## 195  3.926843e-15 2.567501e-12
## 196  3.387426e-03 7.087399e-02
## 197  1.251881e-03 3.422389e-02
## 198  5.319956e-04 1.732785e-02
## 199  4.520062e-04 1.553265e-02
## 200  3.631890e-04 1.313171e-02
## 201  7.102825e-03 1.230216e-01
## 202  4.533490e-04 1.553265e-02
## 203  7.245681e-05 3.575447e-03
## 204  6.977671e-11 2.189872e-08
## 205  1.131196e-04 5.100783e-03
## 206  1.204027e-06 1.211128e-04
## 207  1.177470e-04 5.279102e-03
## 208  4.440969e-05 2.371239e-03
## 209  7.617954e-03 1.307888e-01
## 210  7.908122e-04 2.350270e-02
## 211  1.812759e-04 7.772082e-03
## 212            NA           NA
## 213  1.012799e-05 6.677664e-04
## 214  4.214778e-04 1.482921e-02
## 215  3.506044e-03 7.258158e-02
## 216  5.841651e-03 1.080981e-01
## 217  3.212274e-03 6.905069e-02
## 218  1.367666e-03 3.620251e-02
## 219  9.781491e-03 1.588935e-01
## 220  6.252733e-03 1.122383e-01
## 221  1.696053e-08 3.245666e-06
## 222  8.304790e-03 1.407330e-01
## 223  7.541076e-04 2.277007e-02
## 224  1.198782e-07 1.710117e-05
## 225  1.102355e-02 1.728011e-01
## 226  5.926582e-03 1.091548e-01
## 227  1.698870e-06 1.625529e-04
## 228  2.125207e-08 3.970090e-06
## 229  6.030581e-03 1.100371e-01
## 230  7.617095e-08 1.171838e-05
## 231  6.501587e-03 1.154105e-01
## 232  1.969467e-10 5.723124e-08
## 233  1.226876e-08 2.468222e-06
## 234  5.428651e-09 1.183144e-06
## 235  1.999053e-06 1.791555e-04
## 236  8.830144e-04 2.604561e-02
## 237  3.071036e-03 6.673598e-02
## 238  2.553489e-04 1.017772e-02
## 239  2.618241e-10 7.336685e-08
## 240  2.714275e-04 1.059512e-02
## 241  1.651565e-03 4.139994e-02
## 242  1.115927e-02 1.732317e-01
## 243  6.323993e-04 1.953466e-02
## 244  1.110087e-03 3.155703e-02
## 245  3.329440e-07 4.215106e-05
## 246  1.142337e-02 1.753232e-01
## 247  7.806363e-03 1.331494e-01
## 248  4.764148e-04 1.604270e-02
## 249  4.516607e-06 3.543730e-04
## 250  1.215643e-04 5.419280e-03
## 251  6.336350e-07 6.904862e-05
## 252  1.603557e-06 1.553272e-04
## 253  8.832347e-03 1.471308e-01
## 254  7.621650e-04 2.291167e-02
## 255  1.509366e-02 2.162502e-01
## 256  1.212513e-02 1.827584e-01
## 257  1.715025e-02 2.348357e-01
## 258  2.350138e-06 2.004259e-04
## 259  6.011070e-06 4.449326e-04
## 260  1.504014e-08 2.950124e-06
## 261  2.211849e-05 1.324746e-03
## 262  2.749730e-03 6.181771e-02
## 263  9.790741e-07 1.010765e-04
## 264  1.768616e-04 7.624483e-03
## 265  8.902609e-04 2.616100e-02
## 266  5.303156e-04 1.732785e-02
## 267  2.225809e-04 9.289200e-03
## 268  1.085247e-02 1.713250e-01
## 269  2.246438e-03 5.359996e-02
## 270  2.171101e-06 1.871919e-04
## 271  3.312344e-03 7.042994e-02
## 272  8.842045e-06 5.980577e-04
## 273  1.043967e-03 3.022496e-02
## 274  1.127021e-03 3.169393e-02
## 275  6.289603e-04 1.950523e-02
## 276  4.455576e-05 2.371239e-03
## 277  1.267280e-03 3.437027e-02
## 278  1.328908e-03 3.546465e-02
## 279  3.257481e-03 6.981836e-02
## 280  1.144129e-03 3.183275e-02
## 281  1.465801e-02 2.114095e-01
## 282  1.374954e-03 3.620251e-02
## 283  5.918729e-03 1.091548e-01
## 284  2.946792e-03 6.531223e-02
## 285  1.706726e-03 4.251101e-02
## 286  3.811186e-04 1.365414e-02
## 287  2.027309e-02 2.675126e-01
## 288  7.792301e-05 3.797416e-03
## 289  1.716383e-03 4.261628e-02
## 290  1.193745e-02 1.811630e-01
## 291  1.563956e-03 3.960427e-02
## 292  1.929352e-02 2.578824e-01
## 293  1.568555e-03 3.960427e-02
## 294  1.247383e-03 3.422017e-02
## 295  1.664969e-03 4.160301e-02
## 296  8.691602e-05 4.083492e-03
## 297  5.190172e-03 9.860069e-02
## 298  6.359652e-05 3.198579e-03
## 299  5.048851e-06 3.883656e-04
## 300  1.926838e-03 4.709649e-02
## 301  1.168388e-05 7.514076e-04
## 302  1.936801e-03 4.719299e-02
## 303  5.657823e-05 2.901391e-03
## 304  5.839160e-03 1.080981e-01
## 305  1.063684e-04 4.824086e-03
## 306  5.126809e-05 2.678098e-03
## 307  7.033808e-03 1.226384e-01
## 308  4.165919e-03 8.274886e-02
## 309  8.062174e-05 3.885201e-03
## 310  2.397597e-02 2.967121e-01
## 311  2.242594e-03 5.359996e-02
## 312  2.377381e-03 5.551467e-02
## 313  3.079075e-03 6.673598e-02
## 314  2.982856e-03 6.569430e-02
## 315  5.164132e-04 1.702428e-02
## 316  7.572897e-06 5.267480e-04
## 317  2.652907e-03 6.022816e-02
## 318  2.534155e-02 3.082639e-01
## 319  2.662256e-03 6.022816e-02
## 320  1.514225e-04 6.674498e-03
## 321  2.573760e-03 5.904596e-02
## 322  1.484727e-02 2.137463e-01
## 323  4.194642e-05 2.301242e-03
## 324  1.232719e-03 3.405602e-02
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## 1795 3.269541e-01 9.935186e-01
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## 1797 3.677952e-01 9.935186e-01
## 1798 4.241698e-01 9.935186e-01
## 1799 4.269568e-01 9.935186e-01
## 1800 3.812376e-01 9.935186e-01
## 1801 4.092835e-01 9.935186e-01
## 1802 3.536872e-01 9.935186e-01
## 1803 4.251201e-01 9.935186e-01
## 1804 3.989635e-01 9.935186e-01
## 1805 4.335983e-01 9.935186e-01
## 1806 3.280041e-01 9.935186e-01
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## 1808 3.911093e-01 9.935186e-01
## 1809 3.726488e-01 9.935186e-01
## 1810 4.337593e-01 9.935186e-01
## 1811 4.062040e-01 9.935186e-01
## 1812 4.309654e-01 9.935186e-01
## 1813 4.316872e-01 9.935186e-01
## 1814 4.351454e-01 9.935186e-01
## 1815 4.212777e-01 9.935186e-01
## 1816 4.341266e-01 9.935186e-01
## 1817 4.232751e-01 9.935186e-01
## 1818 4.118945e-01 9.935186e-01
## 1819 4.351757e-01 9.935186e-01
## 1820 3.863334e-01 9.935186e-01
## 1821 4.175667e-01 9.935186e-01
## 1822 4.131197e-01 9.935186e-01
## 1823 3.332703e-01 9.935186e-01
## 1824 4.387465e-01 9.935186e-01
## 1825 3.972517e-01 9.935186e-01
## 1826 4.398062e-01 9.935186e-01
## 1827 4.379880e-01 9.935186e-01
## 1828 4.376501e-01 9.935186e-01
## 1829 4.222685e-01 9.935186e-01
## 1830 4.221338e-01 9.935186e-01
## 1831 4.417566e-01 9.935186e-01
## 1832 4.016267e-01 9.935186e-01
## 1833 4.422924e-01 9.935186e-01
## 1834 4.424388e-01 9.935186e-01
## 1835 4.270323e-01 9.935186e-01
## 1836 3.880211e-01 9.935186e-01
## 1837 3.904521e-01 9.935186e-01
## 1838 3.722956e-01 9.935186e-01
## 1839 4.173970e-01 9.935186e-01
## 1840 4.062192e-01 9.935186e-01
## 1841 4.312386e-01 9.935186e-01
## 1842 4.299596e-01 9.935186e-01
## 1843 3.519376e-01 9.935186e-01
## 1844 4.412276e-01 9.935186e-01
## 1845 4.422347e-01 9.935186e-01
## 1846 4.475834e-01 9.935186e-01
## 1847 3.998292e-01 9.935186e-01
## 1848 4.450372e-01 9.935186e-01
## 1849 3.638482e-01 9.935186e-01
## 1850 4.515914e-01 9.935186e-01
## 1851 3.937671e-01 9.935186e-01
## 1852 4.316197e-01 9.935186e-01
## 1853 3.558025e-01 9.935186e-01
## 1854 3.794135e-01 9.935186e-01
## 1855 3.952325e-01 9.935186e-01
## 1856 4.382959e-01 9.935186e-01
## 1857 3.418299e-01 9.935186e-01
## 1858 4.456335e-01 9.935186e-01
## 1859 3.918088e-01 9.935186e-01
## 1860 4.111211e-01 9.935186e-01
## 1861 4.486354e-01 9.935186e-01
## 1862 3.960254e-01 9.935186e-01
## 1863 3.768762e-01 9.935186e-01
## 1864 4.343813e-01 9.935186e-01
## 1865 4.547544e-01 9.935186e-01
## 1866 4.408786e-01 9.935186e-01
## 1867 4.467407e-01 9.935186e-01
## 1868 4.441070e-01 9.935186e-01
## 1869 4.540080e-01 9.935186e-01
## 1870 4.236304e-01 9.935186e-01
## 1871 4.495300e-01 9.935186e-01
## 1872 4.094218e-01 9.935186e-01
## 1873 3.554080e-01 9.935186e-01
## 1874 4.383523e-01 9.935186e-01
## 1875 4.599246e-01 9.935186e-01
## 1876 4.554912e-01 9.935186e-01
## 1877 4.171527e-01 9.935186e-01
## 1878 4.597930e-01 9.935186e-01
## 1879 4.027479e-01 9.935186e-01
## 1880 4.082114e-01 9.935186e-01
## 1881 3.503464e-01 9.935186e-01
## 1882 4.387719e-01 9.935186e-01
## 1883 4.627221e-01 9.935186e-01
## 1884 4.565850e-01 9.935186e-01
## 1885 4.633725e-01 9.935186e-01
## 1886 3.724752e-01 9.935186e-01
## 1887 4.572775e-01 9.935186e-01
## 1888 3.894445e-01 9.935186e-01
## 1889 3.660605e-01 9.935186e-01
## 1890 4.547372e-01 9.935186e-01
## 1891 4.651757e-01 9.935186e-01
## 1892 3.117283e-01 9.935186e-01
## 1893 4.654401e-01 9.935186e-01
## 1894 4.660796e-01 9.935186e-01
## 1895 4.600084e-01 9.935186e-01
## 1896 4.575120e-01 9.935186e-01
## 1897 4.033426e-01 9.935186e-01
## 1898 4.558178e-01 9.935186e-01
## 1899 4.605052e-01 9.935186e-01
## 1900 3.911360e-01 9.935186e-01
## 1901 3.639771e-01 9.935186e-01
## 1902 3.656876e-01 9.935186e-01
## 1903 4.677657e-01 9.935186e-01
## 1904 4.566023e-01 9.935186e-01
## 1905 4.351893e-01 9.935186e-01
## 1906 4.436438e-01 9.935186e-01
## 1907 3.637358e-01 9.935186e-01
## 1908 3.887924e-01 9.935186e-01
## 1909 4.692334e-01 9.935186e-01
## 1910 3.910329e-01 9.935186e-01
## 1911 4.420398e-01 9.935186e-01
## 1912 4.346250e-01 9.935186e-01
## 1913 4.199232e-01 9.935186e-01
## 1914 4.072535e-01 9.935186e-01
## 1915 4.638105e-01 9.935186e-01
## 1916 4.680733e-01 9.935186e-01
## 1917 3.639513e-01 9.935186e-01
## 1918 4.305175e-01 9.935186e-01
## 1919 4.120293e-01 9.935186e-01
## 1920 4.335721e-01 9.935186e-01
## 1921 4.447757e-01 9.935186e-01
## 1922 4.721628e-01 9.935186e-01
## 1923 4.727954e-01 9.935186e-01
## 1924 4.227525e-01 9.935186e-01
## 1925 4.730498e-01 9.935186e-01
## 1926 4.489091e-01 9.935186e-01
## 1927 3.834067e-01 9.935186e-01
## 1928 4.735876e-01 9.935186e-01
## 1929 3.619188e-01 9.935186e-01
## 1930 4.107088e-01 9.935186e-01
## 1931 3.409753e-01 9.935186e-01
## 1932 4.719734e-01 9.935186e-01
## 1933 4.713212e-01 9.935186e-01
## 1934 4.309917e-01 9.935186e-01
## 1935 4.735269e-01 9.935186e-01
## 1936 4.590466e-01 9.935186e-01
## 1937 4.706217e-01 9.935186e-01
## 1938 4.036361e-01 9.935186e-01
## 1939 4.407594e-01 9.935186e-01
## 1940 3.865307e-01 9.935186e-01
## 1941 4.778901e-01 9.935186e-01
## 1942 4.011271e-01 9.935186e-01
## 1943 4.234464e-01 9.935186e-01
## 1944 4.681288e-01 9.935186e-01
## 1945 4.786805e-01 9.935186e-01
## 1946 4.280392e-01 9.935186e-01
## 1947 4.773841e-01 9.935186e-01
## 1948 4.755735e-01 9.935186e-01
## 1949 4.757643e-01 9.935186e-01
## 1950 4.782938e-01 9.935186e-01
## 1951 4.373196e-01 9.935186e-01
## 1952 4.695915e-01 9.935186e-01
## 1953 4.788215e-01 9.935186e-01
## 1954 4.763830e-01 9.935186e-01
## 1955 4.605426e-01 9.935186e-01
## 1956 4.621400e-01 9.935186e-01
## 1957 4.523027e-01 9.935186e-01
## 1958 4.600650e-01 9.935186e-01
## 1959 4.732301e-01 9.935186e-01
## 1960 4.278179e-01 9.935186e-01
## 1961 4.230463e-01 9.935186e-01
## 1962 4.776738e-01 9.935186e-01
## 1963 3.887952e-01 9.935186e-01
## 1964 4.242428e-01 9.935186e-01
## 1965 4.827435e-01 9.935186e-01
## 1966 4.156566e-01 9.935186e-01
## 1967 4.487259e-01 9.935186e-01
## 1968 4.534616e-01 9.935186e-01
## 1969 4.841149e-01 9.935186e-01
## 1970 4.572333e-01 9.935186e-01
## 1971 4.729896e-01 9.935186e-01
## 1972 3.770327e-01 9.935186e-01
## 1973 4.828720e-01 9.935186e-01
## 1974 4.425319e-01 9.935186e-01
## 1975 3.630156e-01 9.935186e-01
## 1976 4.710105e-01 9.935186e-01
## 1977 4.349082e-01 9.935186e-01
## 1978 4.132950e-01 9.935186e-01
## 1979 4.154527e-01 9.935186e-01
## 1980 4.813229e-01 9.935186e-01
## 1981 4.869918e-01 9.935186e-01
## 1982 4.089686e-01 9.935186e-01
## 1983 4.699497e-01 9.935186e-01
## 1984 4.431286e-01 9.935186e-01
## 1985 3.636469e-01 9.935186e-01
## 1986 3.695138e-01 9.935186e-01
## 1987 4.845173e-01 9.935186e-01
## 1988 4.415300e-01 9.935186e-01
## 1989 4.901968e-01 9.935186e-01
## 1990 4.311902e-01 9.935186e-01
## 1991 4.842377e-01 9.935186e-01
## 1992 4.472407e-01 9.935186e-01
## 1993 4.411159e-01 9.935186e-01
## 1994 4.741596e-01 9.935186e-01
## 1995 4.692220e-01 9.935186e-01
## 1996 4.408377e-01 9.935186e-01
## 1997 4.662583e-01 9.935186e-01
## 1998 4.825250e-01 9.935186e-01
## 1999 4.593903e-01 9.935186e-01
## 2000 4.869943e-01 9.935186e-01
## 2001 4.410817e-01 9.935186e-01
## 2002 4.581610e-01 9.935186e-01
## 2003 4.807350e-01 9.935186e-01
## 2004 4.387031e-01 9.935186e-01
## 2005 4.949941e-01 9.935186e-01
## 2006 4.943466e-01 9.935186e-01
## 2007 4.789545e-01 9.935186e-01
## 2008 4.460649e-01 9.935186e-01
## 2009 3.735348e-01 9.935186e-01
## 2010 4.299013e-01 9.935186e-01
## 2011 4.604348e-01 9.935186e-01
## 2012 4.910326e-01 9.935186e-01
## 2013 4.891918e-01 9.935186e-01
## 2014 4.702746e-01 9.935186e-01
## 2015 4.980496e-01 9.935186e-01
## 2016 4.968040e-01 9.935186e-01
## 2017 4.444995e-01 9.935186e-01
## 2018 4.989630e-01 9.935186e-01
## 2019 4.315311e-01 9.935186e-01
## 2020 4.975441e-01 9.935186e-01
## 2021 4.665713e-01 9.935186e-01
## 2022 3.914257e-01 9.935186e-01
## 2023 4.256212e-01 9.935186e-01
## 2024 4.968839e-01 9.935186e-01
## 2025 5.002954e-01 9.935186e-01
## 2026 4.861174e-01 9.935186e-01
## 2027 4.996032e-01 9.935186e-01
## 2028 4.970472e-01 9.935186e-01
## 2029 4.900296e-01 9.935186e-01
## 2030 4.741164e-01 9.935186e-01
## 2031 4.511890e-01 9.935186e-01
## 2032 4.776737e-01 9.935186e-01
## 2033 4.715914e-01 9.935186e-01
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## 4646           NA           NA
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## 7847 1.284321e-03 3.454953e-02
## 7848 1.431169e-03 3.693735e-02
## 7849 3.118854e-04 1.154270e-02
## 7850 2.386693e-05 1.387111e-03
## 7851 2.507042e-04 1.017772e-02
## 7852 6.083936e-06 4.461174e-04
## 7853 6.488974e-06 4.670871e-04
## 7854           NA           NA
## 7855           NA           NA
## 7856           NA           NA
## 7857           NA           NA
## 7858           NA           NA
# check if there is any NA row
results_df[is.na(results_df$entrez_id),]
##        gene_symbol entrez_id    baseMean log2FoldChange      lfcSE       pvalue
## 6           Epb4.2      <NA>   14.872729   6.5129006542 1.35059539 1.122746e-07
## 19          March8      <NA>   10.859896   6.0542009047 1.38750817 9.120012e-07
## 46   1300017J02Rik      <NA>    7.185365   5.2262005564 1.73657826 2.249342e-05
## 49          Fam46c      <NA>   16.869646   5.0425776344 1.25384587 3.831460e-06
## 67         Fam109b      <NA>    4.676949   3.7347939576 2.37126346 2.534912e-04
## 93             St5      <NA>   13.837978   3.1271132018 1.02304970 2.797773e-05
## 104       BC100530      <NA>    8.874560   2.7303604304 2.55774229 7.545523e-04
## 105          Wapal      <NA>   14.315817   2.7147053978 0.84358515 1.892030e-05
## 130          Sept8      <NA>    7.176943   2.1742361976 1.81441065 6.578999e-04
## 138         Gm5483      <NA>    6.368555   2.0271890034 2.34441127 1.427228e-03
## 161         Epb4.1      <NA>   52.622346   1.3981055052 0.54645615 1.310881e-05
## 177         Ppap2a      <NA>    5.504249   0.9902280764 1.49493911 3.345752e-03
## 183       H2-Ea-ps      <NA>   34.589727   0.9297087323 0.99960385 1.118295e-03
## 200         March2      <NA>   53.802013   0.8052119834 0.63608075 3.631890e-04
## 263         Gnb2l1      <NA> 1643.508617   0.4543480303 0.10024130 9.790741e-07
## 318       BC117090      <NA>    2.842725   0.3663795344 1.21210345 2.534155e-02
## 344        Fam213a      <NA>   28.834471   0.3354788697 0.48276441 5.272606e-03
## 348  2410015M20Rik      <NA>   85.784966   0.3263753912 0.23038543 4.442377e-03
## 350           Hn1l      <NA>   39.064207   0.3242871966 0.36291184 4.591354e-03
## 370  1110001J03Rik      <NA>   41.566206   0.2989818459 0.28829709 5.961871e-03
## 423          Tceb2      <NA>  256.180195   0.2482123921 0.19792014 1.218870e-02
## 453         Ppp2r4      <NA>  111.721214   0.2220370175 0.19866616 1.796551e-02
## 496          H2afz      <NA>  219.186996   0.1937668909 0.21755303 2.699289e-02
## 522  5730508B09Rik      <NA>   10.334297   0.1826733443 0.41510193 2.385304e-02
## 554      D17Wsu92e      <NA>   54.047255   0.1644854949 0.21006702 4.085103e-02
## 581          H2afx      <NA>  263.543704   0.1556642679 0.21762252 4.352986e-02
## 593  0610011F06Rik      <NA>   24.115132   0.1520335980 0.24225107 3.844208e-02
## 661  2810428I15Rik      <NA>   60.485240   0.1354704990 0.19526733 6.493539e-02
## 662           Mpp6      <NA>   17.289884   0.1345806517 0.25645267 4.552055e-02
## 684  1190002F15Rik      <NA>   47.991762   0.1303891805 0.21812403 5.913335e-02
## 704  2810417H13Rik      <NA>  110.806463   0.1266729301 0.22323661 5.974879e-02
## 719          Sgol1      <NA>   17.271194   0.1240423056 0.26144129 5.243420e-02
## 760     D1Ertd622e      <NA>   24.960817   0.1142409094 0.20964826 7.799965e-02
## 770        Fam173a      <NA>   50.868533   0.1113074088 0.18339719 9.779521e-02
## 782         Stra13      <NA>   60.129622   0.1088592336 0.18330102 1.017166e-01
## 812          Sep15      <NA>  145.057566   0.1031931645 0.15514906 1.038661e-01
## 818         Ccdc23      <NA>   47.544108   0.1022556673 0.17948748 1.148182e-01
## 848        Hdgfrp2      <NA>   48.543435   0.0984389962 0.17454120 1.242310e-01
## 887          Ddx39      <NA>  114.982421   0.0932568395 0.15525293 1.306509e-01
## 894           Deb1      <NA>   22.772707   0.0926973074 0.19662923 1.178015e-01
## 974         Nhp2l1      <NA>   38.900568   0.0836962938 0.17115058 1.629014e-01
## 987         Fam96a      <NA>  134.387704   0.0824289158 0.14858614 1.602132e-01
## 1017          Rab1      <NA>   43.869156   0.0787987461 0.16606722 1.812887e-01
## 1043 1500012F01Rik      <NA>  138.627527   0.0765845714 0.14854440 1.845721e-01
## 1046         Sept7      <NA>  134.821213   0.0762007587 0.15435508 1.910954e-01
## 1058         Fdx1l      <NA>   27.602647   0.0749988130 0.17351059 1.876533e-01
## 1065       Tmem173      <NA>   36.602002   0.0742041334 0.16899179 1.952985e-01
## 1071         Pqlc1      <NA>   20.963939   0.0736218250 0.18460282 1.768761e-01
## 1094      Hist1h4i      <NA>    6.981905   0.0719503246 0.25141274 1.396460e-01
## 1150       Tmem55b      <NA>   29.756957   0.0682497908 0.16990047 2.168422e-01
## 1180        Ccdc94      <NA>   19.950548   0.0664146156 0.17603252 2.150142e-01
## 1188       Gm10094      <NA>   16.791802   0.0660958645 0.18308909 2.048884e-01
## 1260       Fgfr1op      <NA>   21.959445   0.0613553657 0.17030715 2.462743e-01
## 1299         Diap3      <NA>   16.438426   0.0589992897 0.18334715 2.344815e-01
## 1332        Ccrn4l      <NA>    6.822359   0.0572964008 0.21882812 2.059730e-01
## 1340        Hrsp12      <NA>   10.148568   0.0568264689 0.19321771 2.301617e-01
## 1402       Pla2g16      <NA>    6.493707   0.0540184760 0.25001762 2.163243e-01
## 1409        Gm4737      <NA>   17.621523   0.0539058040 0.17054839 2.847778e-01
## 1420       Ngfrap1      <NA>   45.358012   0.0535085336 0.15383729 3.120609e-01
## 1475 C330006A16Rik      <NA>   17.118247   0.0511068013 0.16924211 3.042738e-01
## 1574         Znrd1      <NA>   61.673924   0.0469527546 0.13390702 3.584820e-01
## 1578         Slmo2      <NA>   51.675606   0.0467435091 0.13604707 3.627943e-01
## 1586         Usmg5      <NA>  227.517326   0.0463345509 0.11041396 3.007047e-01
## 1611         Casc5      <NA>   15.940459   0.0453987007 0.17029198 3.410800e-01
## 1626        Atp5f1      <NA>  135.906702   0.0448768718 0.11289037 3.261125e-01
## 1643        Gm1821      <NA>  197.373180   0.0440427548 0.10916447 3.203985e-01
## 1652       Tmem55a      <NA>   15.787616   0.0435598944 0.17389864 3.469948e-01
## 1655 3110002H16Rik      <NA>   15.808107   0.0435215806 0.16824192 3.600435e-01
## 1683         Narfl      <NA>   12.797705   0.0428545111 0.17156291 3.577940e-01
## 1700         Sept2      <NA>   57.999587   0.0425211011 0.13034214 3.958902e-01
## 1729        Apitd1      <NA>   57.603362   0.0415430131 0.14677594 4.119172e-01
## 1777          Vwa9      <NA>   30.719877   0.0400688238 0.14881602 4.241543e-01
## 1781         Skp1a      <NA>  164.456711   0.0399659306 0.11518599 3.891740e-01
## 1814   D19Bwg1357e      <NA>   30.933617   0.0391584237 0.14603975 4.351454e-01
## 1815           Mut      <NA>   19.275318   0.0391452376 0.15706666 4.212777e-01
## 1855          Gsg2      <NA>   10.465492   0.0376214717 0.17495645 3.952325e-01
## 1881        Fam26f      <NA>    4.484011   0.0367098896 0.23253262 3.503464e-01
## 1899         Wash1      <NA>   23.269707   0.0362980718 0.14970995 4.605052e-01
## 1928       Fam134a      <NA>   35.736695   0.0356638740 0.13760305 4.735876e-01
## 1953        March5      <NA>   51.392310   0.0351032740 0.13447684 4.788215e-01
## 1961       Tmem194      <NA>   10.792071   0.0348855720 0.17445722 4.230463e-01
## 1965   Epb4.1l4aos      <NA>   35.093047   0.0348410903 0.13944142 4.827435e-01
## 1987 2700094K13Rik      <NA>  141.403000   0.0342260247 0.12880868 4.845173e-01
## 2011        N6amt2      <NA>   13.461778   0.0335066801 0.16487946 4.604348e-01
## 2025         Rqcd1      <NA>   35.867484   0.0331941307 0.14250586 5.002954e-01
## 2026 C330027C09Rik      <NA>   24.893605   0.0331862721 0.15463788 4.861174e-01
## 2029 1110004E09Rik      <NA>   19.618642   0.0331469187 0.15259946 4.900296e-01
## 2030        Ppap2c      <NA>   16.282601   0.0331267367 0.16079998 4.741164e-01
## 2060       Ccdc101      <NA>   20.283183   0.0325053954 0.15145604 4.989505e-01
## 2063         Setd8      <NA>   51.186588   0.0324398630 0.12789301 5.050071e-01
## 2116        Sept11      <NA>   20.269506   0.0311973378 0.15242123 5.123304e-01
## 2185        Fam64a      <NA>   34.145283   0.0294767917 0.16430269 5.074201e-01
## 2221         Ssfa2      <NA>    9.796925   0.0286538446 0.17353785 4.950952e-01
## 2242       Gm15800      <NA>   11.992085   0.0282291593 0.17010051 5.084652e-01
## 2253         Mfsd4      <NA>    9.779117   0.0281116333 0.19606192 4.646619e-01
## 2293        Sgol2a      <NA>    8.964843   0.0272847793 0.17359451 5.121802e-01
## 2337         H2afj      <NA>   33.771552   0.0263150551 0.13661985 5.865430e-01
## 2377 2700029M09Rik      <NA>   55.973852   0.0255205749 0.12257674 5.898422e-01
## 2388 E130012A19Rik      <NA>    6.486579   0.0252279911 0.18585468 5.162308e-01
## 2407           Zak      <NA>   13.627933   0.0248972231 0.15825796 5.795253e-01
## 2454 2700060E02Rik      <NA>   80.071059   0.0240214452 0.10970389 5.897545e-01
## 2492       Fam101b      <NA>   13.706220   0.0232880542 0.19439910 5.339216e-01
## 2535        Prkrir      <NA>   30.253186   0.0224578513 0.13507766 6.393409e-01
## 2548        Ctage5      <NA>   45.081429   0.0222530895 0.12712854 6.402239e-01
## 2549          Wbp5      <NA>   56.985333   0.0222439370 0.12062185 6.347708e-01
## 2554 1110008F13Rik      <NA>  105.584999   0.0221347093 0.10218306 6.007946e-01
## 2567 1810026J23Rik      <NA>   25.083898   0.0218541214 0.14085070 6.458721e-01
## 2591         Papd7      <NA>    8.977372   0.0214161328 0.16764185 6.073690e-01
## 2597     D10Jhu81e      <NA>   42.854914   0.0213229786 0.12727911 6.538077e-01
## 2612        Hiatl1      <NA>   21.940503   0.0210796985 0.14317431 6.552444e-01
## 2619       Cramp1l      <NA>    9.978265   0.0209425151 0.16427293 6.220868e-01
## 2641 E130309D02Rik      <NA>   29.421675   0.0205618181 0.13532226 6.664485e-01
## 2650           Hn1      <NA>  141.046312   0.0204299478 0.09185609 5.969279e-01
## 2690          Mars      <NA>   37.573617   0.0197217923 0.12868888 6.780313e-01
## 2692         Tssc1      <NA>   25.599190   0.0196532065 0.13830533 6.788937e-01
## 2723       Gltscr2      <NA>  179.305781   0.0190604439 0.08555757 5.979141e-01
## 2728         Whsc1      <NA>   41.824706   0.0190011357 0.13501240 6.894161e-01
## 2809          Mum1      <NA>   16.623246   0.0176683977 0.14949861 6.989848e-01
## 2812       Tmem261      <NA>   55.023668   0.0176064045 0.11469922 6.991319e-01
## 2840 0610007P14Rik      <NA>   31.914267   0.0172164791 0.13288860 7.164466e-01
## 2847     Dpm1-adnp      <NA>   32.912281   0.0171517826 0.13110245 7.173472e-01
## 2870         Asna1      <NA>   48.846376   0.0167428741 0.12082733 7.190581e-01
## 2876      AU019823      <NA>   19.273730   0.0166376479 0.14551982 7.192862e-01
## 2878       Fam188a      <NA>   11.135548   0.0166010793 0.15998605 6.986638e-01
## 2923       Fam212a      <NA>   62.638479   0.0158780526 0.11234712 7.242851e-01
## 2943        Kdelc1      <NA>   13.460254   0.0155470755 0.15497895 7.244132e-01
## 2946         Shfm1      <NA>  415.827111   0.0155068178 0.07954246 6.467772e-01
## 2966        Minos1      <NA>   41.202588   0.0151990359 0.12384819 7.454257e-01
## 2977         Tsta3      <NA>   33.735727   0.0150912184 0.12904213 7.489801e-01
## 2979         Carkd      <NA>   25.261022   0.0150606757 0.13713618 7.489965e-01
## 2983          Ict1      <NA>   34.057074   0.0150286393 0.12890174 7.499357e-01
## 2999        Fam49b      <NA>   63.815836   0.0147471868 0.10996461 7.400776e-01
## 3007 2410016O06Rik      <NA>   16.463074   0.0146251486 0.14943126 7.468359e-01
## 3056        Ddx26b      <NA>    9.649800   0.0137833738 0.16346097 7.394211e-01
## 3090 5031414D18Rik      <NA>    7.640958   0.0132763024 0.17368015 7.309727e-01
## 3131 4930427A07Rik      <NA>   28.563991   0.0126693739 0.14084021 7.854008e-01
## 3134         Vprbp      <NA>   24.426654   0.0126115038 0.13829685 7.874561e-01
## 3223       Fam129a      <NA>   16.300161   0.0111492575 0.15117490 8.022798e-01
## 3260       Ankrd32      <NA>   10.133200   0.0105130746 0.16038055 8.019962e-01
## 3269      Hist1h1c      <NA>    9.806546   0.0104158027 0.16229622 8.010809e-01
## 3320       Wbscr16      <NA>   12.797559   0.0098385600 0.15438534 8.213786e-01
## 3324          Selk      <NA>   59.834229   0.0098201080 0.11057912 8.253734e-01
## 3376          Wdr8      <NA>   16.780258   0.0091129052 0.14738489 8.401940e-01
## 3400        Cpsf3l      <NA>   39.884927   0.0086678910 0.12141139 8.514125e-01
## 3420      D2Wsu81e      <NA>   20.774171   0.0083747923 0.14212079 8.556835e-01
## 3490          Selo      <NA>   10.636679   0.0072554170 0.15853185 8.633974e-01
## 3526         Aaed1      <NA>   10.304677   0.0069041374 0.16214381 8.664364e-01
## 3537       Ccdc132      <NA>   13.625838   0.0068071942 0.15202617 8.769475e-01
## 3566 Synj2bp-cox16      <NA>   13.282933   0.0065255713 0.15443332 8.802161e-01
## 3577     D8Ertd82e      <NA>    7.655748   0.0064892312 0.17348647 8.638276e-01
## 3602         Papd4      <NA>   18.950861   0.0061997558 0.14399658 8.919526e-01
## 3622 2610001J05Rik      <NA>   21.264468   0.0060136594 0.14048807 8.963010e-01
## 3640      Xrcc6bp1      <NA>   13.624561   0.0058361497 0.15643561 8.912656e-01
## 3641       Adprhl2      <NA>   23.595606   0.0058003199 0.13779250 9.005465e-01
## 3697        Utp11l      <NA>   43.884918   0.0049299901 0.11832073 9.142881e-01
## 3742      BC017158      <NA>   11.804973   0.0039290284 0.15540412 9.270199e-01
## 3758          Peo1      <NA>   10.142732   0.0038680034 0.15953084 9.260382e-01
## 3784         Cecr5      <NA>   16.451190   0.0037750530 0.14714670 9.330789e-01
## 3785 2010012O05Rik      <NA>    9.129875   0.0037733384 0.16360101 9.256141e-01
## 3835         Fam21      <NA>   24.776130   0.0035070970 0.13675077 9.397880e-01
## 3852       Wbscr22      <NA>   28.756861   0.0034093291 0.13141622 9.417436e-01
## 3858 1810032O08Rik      <NA>   20.466131   0.0033623990 0.14516205 9.408729e-01
## 3865        Zcchc6      <NA>   32.760193   0.0032603151 0.13358295 9.442240e-01
## 3875         Gm561      <NA>   27.782267   0.0031466095 0.13630982 9.459957e-01
## 3887 2310036O22Rik      <NA>  177.867035   0.0030447075 0.07658408 9.271715e-01
## 3890         H2afy      <NA>  401.620641   0.0029553378 0.07268987 9.256086e-01
## 3902         H2afv      <NA>   83.288461   0.0027288084 0.12743849 9.532883e-01
## 3906          H1fx      <NA>    9.441325   0.0024745531 0.17773590 9.462013e-01
## 3910         Sepw1      <NA>  169.180194   0.0022141337 0.08853038 9.535450e-01
## 3912 2010107E04Rik      <NA>  405.190824   0.0021160087 0.07428993 9.478587e-01
## 3954         Tceb3      <NA>   21.607683   0.0012276704 0.13941766 9.787745e-01
## 3959        Sssca1      <NA>   28.937262   0.0011957883 0.13433277 9.795030e-01
## 4041      Gltscr1l      <NA>   10.641028   0.0007949170 0.15842878 9.848728e-01
## 4080 1190002N15Rik      <NA>   11.617836   0.0006481105 0.16079268 9.874491e-01
## 4084 A830080D01Rik      <NA>    9.640060   0.0006194548 0.16042865 9.880365e-01
## 4122       Skiv2l2      <NA>   38.726369  -0.0002957514 0.12225381 9.948947e-01
## 4127 2310009A05Rik      <NA>   34.045047  -0.0004362724 0.12950063 9.925333e-01
## 4141       Csrp2bp      <NA>   28.742515  -0.0008337045 0.13208688 9.857302e-01
## 4153        Fam96b      <NA>   53.827902  -0.0009885124 0.11446857 9.825410e-01
## 4180    D10Wsu102e      <NA>   20.442685  -0.0013809778 0.14086357 9.760348e-01
## 4205 A230050P20Rik      <NA>   13.147369  -0.0017631664 0.15874911 9.663876e-01
## 4207 C330007P06Rik      <NA>   15.782501  -0.0017788679 0.14805414 9.682674e-01
## 4217         Tceb1      <NA>   67.613801  -0.0018968344 0.10565587 9.650618e-01
## 4220 1700021F05Rik      <NA>   14.449531  -0.0019108484 0.15052122 9.654737e-01
## 4242         Taf4a      <NA>   13.457313  -0.0020861674 0.15226928 9.619281e-01
## 4265 1200014J11Rik      <NA>   11.463312  -0.0022856266 0.15616378 9.572359e-01
## 4269         Fopnl      <NA>   35.564293  -0.0023070084 0.12673901 9.604732e-01
## 4273       Mettl13      <NA>   11.477957  -0.0023496543 0.15731857 9.556867e-01
## 4275        Myeov2      <NA>  140.391805  -0.0023577238 0.08830305 9.504272e-01
## 4288       Elmsan1      <NA>   10.476352  -0.0024585733 0.15872511 9.531695e-01
## 4298  LOC100504703      <NA>   10.129364  -0.0025131416 0.16011213 9.516442e-01
## 4352         l7Rn6      <NA>   42.675168  -0.0033393751 0.12203171 9.424048e-01
## 4368 9030624J02Rik      <NA>   22.927889  -0.0035084478 0.13781083 9.396510e-01
## 4423 0610037L13Rik      <NA>   17.282284  -0.0043524374 0.14670216 9.230615e-01
## 4427       Sdccag3      <NA>   31.095125  -0.0044417954 0.13107517 9.241878e-01
## 4442         Hiat1      <NA>   31.416191  -0.0046451443 0.12867045 9.206943e-01
## 4458          Asun      <NA>   28.094128  -0.0048866319 0.13330112 9.165721e-01
## 4459 D230025D16Rik      <NA>   13.961637  -0.0048935388 0.15130801 9.115284e-01
## 4462       Fam178a      <NA>   13.952720  -0.0049189195 0.15168095 9.108835e-01
## 4481      BC003331      <NA>   12.288385  -0.0052103563 0.15582406 9.031838e-01
## 4571      Epb4.1l2      <NA>   47.677604  -0.0061821127 0.11638243 8.920118e-01
## 4572      Fam160b1      <NA>   18.130310  -0.0061904103 0.14842130 8.900653e-01
## 4592        Apopt1      <NA>   32.567480  -0.0065039309 0.12883810 8.892658e-01
## 4622 9430016H08Rik      <NA>   17.440431  -0.0069749792 0.14591320 8.777425e-01
## 4640        Cirh1a      <NA>   36.092308  -0.0073702978 0.12913303 8.747276e-01
## 4664 2810474O19Rik      <NA>   23.947670  -0.0076135836 0.13995050 8.693256e-01
## 4671      Suv420h2      <NA>   25.917645  -0.0076551527 0.13537355 8.696912e-01
## 4683        Agpat6      <NA>   25.587828  -0.0077414889 0.13518330 8.682743e-01
## 4696     Hist3h2ba      <NA>    7.804993  -0.0079274747 0.17422447 8.338596e-01
## 4701      BC023829      <NA>   13.453211  -0.0080051402 0.15260751 8.552928e-01
## 4706       Fam195b      <NA>   54.997356  -0.0080461906 0.11172502 8.572195e-01
## 4731 2210013O21Rik      <NA>   29.732972  -0.0084051080 0.13550029 8.571461e-01
## 4787        Fam69b      <NA>   12.816793  -0.0092729253 0.17114653 8.106015e-01
## 4789        Qtrtd1      <NA>    9.149237  -0.0092977254 0.16353303 8.199467e-01
## 4803        Fam63b      <NA>   17.608023  -0.0094479295 0.14651292 8.351137e-01
## 4806       Twistnb      <NA>   17.955558  -0.0094630981 0.14608151 8.351499e-01
## 4826        March6      <NA>   25.765091  -0.0096783907 0.13641699 8.358480e-01
## 4841       Fam175b      <NA>   16.616394  -0.0098881362 0.14774982 8.267537e-01
## 4926        Dgcr14      <NA>   13.625083  -0.0109957242 0.15268720 8.032601e-01
## 4950 2900097C17Rik      <NA>   12.962153  -0.0111957960 0.15427058 7.979957e-01
## 4951       Gm17066      <NA>   11.644036  -0.0112202455 0.15854967 7.919864e-01
## 5002 E430025E21Rik      <NA>   26.241727  -0.0118526957 0.13624171 8.003267e-01
## 5011        Fam73a      <NA>   11.295632  -0.0119301111 0.15780714 7.806538e-01
## 5135        Ccdc53      <NA>   21.930013  -0.0133874171 0.14140893 7.735479e-01
## 5140       Fam134c      <NA>   42.381213  -0.0134799522 0.12204048 7.720546e-01
## 5143          Rp2h      <NA>   19.615848  -0.0135188811 0.14605741 7.680763e-01
## 5148         Prosc      <NA>   14.118998  -0.0136227519 0.15310165 7.585847e-01
## 5152 1110008P14Rik      <NA>   19.609250  -0.0137241992 0.14541442 7.653198e-01
## 5155 2310067B10Rik      <NA>   14.118833  -0.0137504170 0.15276541 7.569245e-01
## 5196        Fam58b      <NA>   19.608876  -0.0143117089 0.14411593 7.569732e-01
## 5239      AK010878      <NA>   11.461642  -0.0149226361 0.15852157 7.287877e-01
## 5256       Fam206a      <NA>   11.464748  -0.0151143847 0.15827358 7.260432e-01
## 5287       Tmem206      <NA>    9.812236  -0.0155138861 0.16363935 7.095804e-01
## 5296      Col4a3bp      <NA>   20.785393  -0.0156436489 0.14500638 7.352112e-01
## 5303        Gcn1l1      <NA>   32.429137  -0.0157205310 0.13385923 7.394059e-01
## 5304 8430419L09Rik      <NA>   25.568478  -0.0157232020 0.14134831 7.367091e-01
## 5306      Fam103a1      <NA>   22.424633  -0.0157321266 0.14086181 7.368621e-01
## 5330 9130011E15Rik      <NA>    9.463666  -0.0159267715 0.16438727 7.012208e-01
## 5336 1700020I14Rik      <NA>   45.031946  -0.0159746306 0.12215985 7.321484e-01
## 5344        Impad1      <NA>   15.618658  -0.0160703773 0.15061551 7.223686e-01
## 5362 2610301B20Rik      <NA>    8.802376  -0.0164083004 0.16615804 6.896828e-01
## 5369      BC027231      <NA>    8.813420  -0.0164547729 0.16629554 6.886334e-01
## 5385       Fam192a      <NA>   44.375425  -0.0167158979 0.12093561 7.195675e-01
## 5391 0610009O20Rik      <NA>   30.724547  -0.0168887918 0.13363962 7.214201e-01
## 5394        Rtfdc1      <NA>  116.294983  -0.0169393037 0.09339881 6.672204e-01
## 5404        Kif1bp      <NA>   13.622155  -0.0170399880 0.15447413 7.014426e-01
## 5406 1110012L19Rik      <NA>   13.293107  -0.0170477101 0.15551684 6.995913e-01
## 5412       Znf512b      <NA>   12.302819  -0.0171586159 0.15878511 6.919873e-01
## 5433        Fam92a      <NA>   18.436435  -0.0173081191 0.14728250 7.071601e-01
## 5469        Rnf219      <NA>   11.963889  -0.0178426931 0.15841018 6.818883e-01
## 5474        Pcnxl3      <NA>   16.791441  -0.0179103171 0.15037200 6.941227e-01
## 5481      BC029214      <NA>   11.960575  -0.0179686474 0.15841762 6.799014e-01
## 5509          Mpp5      <NA>   10.960660  -0.0184771476 0.16116944 6.664903e-01
## 5533       Whsc1l1      <NA>   32.229356  -0.0188385749 0.13127175 6.918456e-01
## 5541        Fam84b      <NA>   16.800990  -0.0189003920 0.15975992 6.627923e-01
## 5552        Tmem57      <NA>   25.435072  -0.0190272201 0.13942143 6.876249e-01
## 5571      Tmem194b      <NA>   14.780986  -0.0192228057 0.15347286 6.695356e-01
## 5596 2810403A07Rik      <NA>   26.278445  -0.0195722455 0.14206516 6.779830e-01
## 5607       Tmem189      <NA>   28.592471  -0.0198196887 0.13663048 6.770078e-01
## 5610        Fam63a      <NA>   13.783015  -0.0198750614 0.15563249 6.559981e-01
## 5627 1110037F02Rik      <NA>   23.753094  -0.0201219604 0.14079666 6.707817e-01
## 5630        Mesdc2      <NA>   18.275975  -0.0202817331 0.14801548 6.617905e-01
## 5657        Ppap2b      <NA>   42.438946  -0.0206156529 0.14609961 6.591558e-01
## 5708        Ccdc55      <NA>   16.277319  -0.0214035269 0.15165396 6.404336e-01
## 5717      BC037034      <NA>   21.132704  -0.0215265198 0.15388527 6.349485e-01
## 5739         Inadl      <NA>   22.958580  -0.0218920363 0.16603718 6.040118e-01
## 5740   D15Ertd621e      <NA>   14.960377  -0.0218926539 0.15471446 6.282144e-01
## 5754        Eftud1      <NA>   10.796192  -0.0220679373 0.16272180 6.090452e-01
## 5841        Oraov1      <NA>   13.292440  -0.0234290593 0.15790418 6.003123e-01
## 5843          Gbas      <NA>   30.559998  -0.0234372912 0.13609966 6.255261e-01
## 5886         Ufd1l      <NA>   26.086984  -0.0239411744 0.13962359 6.175017e-01
## 5901 2010111I01Rik      <NA>   38.399896  -0.0241944946 0.13381808 6.151589e-01
## 5904          Mina      <NA>   16.452792  -0.0242262142 0.15270253 5.993083e-01
## 5961 E330009J07Rik      <NA>    7.812596  -0.0248802849 0.17418720 5.428397e-01
## 5970        Fam45a      <NA>   10.963047  -0.0249617950 0.16437668 5.646971e-01
## 5975       Erbb2ip      <NA>   49.156983  -0.0250204447 0.12813383 6.017796e-01
## 5992        Atp5sl      <NA>   23.429812  -0.0253160160 0.14353506 5.964471e-01
## 6003       Fam179b      <NA>   10.963485  -0.0254978337 0.16395517 5.585143e-01
## 6021 2210018M11Rik      <NA>   10.632932  -0.0258284252 0.16494354 5.517622e-01
## 6033 2310047M10Rik      <NA>   10.298702  -0.0259876261 0.16615089 5.467474e-01
## 6046       Fam132a      <NA>    8.971726  -0.0261122666 0.17222877 5.306055e-01
## 6067        Ikbkap      <NA>   12.800405  -0.0264791546 0.16154347 5.513254e-01
## 6069       Fam198a      <NA>    8.639021  -0.0264837175 0.17382053 5.220721e-01
## 6078      AW549877      <NA>   19.449869  -0.0266225920 0.15141923 5.697932e-01
## 6080         Sepp1      <NA>  170.715497  -0.0266575075 0.12361208 5.752818e-01
## 6097      AI846148      <NA>   12.790504  -0.0268734037 0.16087263 5.478015e-01
## 6099        Zfp191      <NA>   20.435470  -0.0268940980 0.14845963 5.706134e-01
## 6121 C920025E04Rik      <NA>   20.102323  -0.0273157058 0.15667784 5.513312e-01
## 6124 2310045N01Rik      <NA>   30.233984  -0.0273495257 0.13943776 5.723811e-01
## 6125       Mettl10      <NA>   27.065791  -0.0273702875 0.14202827 5.708015e-01
## 6159         Marc2      <NA>   86.953304  -0.0279142066 0.11843290 5.505534e-01
## 6165         Adck4      <NA>    8.642215  -0.0279491304 0.17258362 5.060727e-01
## 6181         Pddc1      <NA>   30.223849  -0.0282395925 0.13849350 5.613189e-01
## 6183 A430078G23Rik      <NA>    8.815140  -0.0283122973 0.17702065 4.916152e-01
## 6201 1500011K16Rik      <NA>   18.616594  -0.0286256909 0.15522098 5.379220e-01
## 6207 1810022K09Rik      <NA>   61.618565  -0.0287050509 0.12201430 5.454798e-01
## 6233         Tmem5      <NA>   17.444192  -0.0291890823 0.15394468 5.334488e-01
## 6248           Taz      <NA>   32.078695  -0.0294822258 0.13744134 5.459197e-01
## 6286         Ndnl2      <NA>   17.120001  -0.0300175718 0.16140107 5.079164e-01
## 6298 1810043H04Rik      <NA>   37.042181  -0.0302755623 0.13551897 5.360766e-01
## 6303          Selt      <NA>   68.256965  -0.0303333843 0.11641186 5.135854e-01
## 6313         Obfc1      <NA>   12.606492  -0.0305321302 0.17144614 4.775342e-01
## 6338      Toporsos      <NA>   30.595916  -0.0310559421 0.14247883 5.251167e-01
## 6340          Lrmp      <NA>  390.583244  -0.0310889273 0.10828893 4.816245e-01
## 6396      Tctex1d2      <NA>   17.609465  -0.0320278790 0.15525609 4.978525e-01
## 6423       Clcn4-2      <NA>   18.603166  -0.0328841527 0.15911495 4.804970e-01
## 6427         Cd244      <NA>   35.593330  -0.0329594041 0.14440074 5.017815e-01
## 6443      Fam160b2      <NA>   12.458439  -0.0332144813 0.16625252 4.602277e-01
## 6492        Fam35a      <NA>    9.634185  -0.0342306845 0.17373436 4.314467e-01
## 6500          Vimp      <NA>   53.344766  -0.0343970658 0.13128118 4.848389e-01
## 6559       Pramef8      <NA>    8.637192  -0.0358233121 0.17881531 4.040947e-01
## 6563       Tmem180      <NA>   12.618189  -0.0359578393 0.16869967 4.259595e-01
## 6618          Mkl1      <NA>   19.776205  -0.0372293915 0.15704461 4.396638e-01
## 6620         Sept1      <NA>  189.480745  -0.0372686719 0.10725949 3.942891e-01
## 6679 1600002K03Rik      <NA>   19.445189  -0.0389134934 0.15725076 4.231083e-01
## 6683       Gm11974      <NA>   36.119028  -0.0390102470 0.15594157 4.245482e-01
## 6694         Papd5      <NA>   21.610700  -0.0393060584 0.15501698 4.233257e-01
## 6712           Bre      <NA>   45.836125  -0.0397328490 0.13443419 4.287663e-01
## 6732        Prmt10      <NA>   14.613008  -0.0402660568 0.16693561 3.900987e-01
## 6827       Fam134b      <NA>   29.257993  -0.0432374061 0.15838917 3.827690e-01
## 6829         Rltpr      <NA>   56.373957  -0.0432746363 0.14364421 3.972228e-01
## 6846       Fam208b      <NA>   13.802987  -0.0440460495 0.17271366 3.458800e-01
## 6877       Fam208a      <NA>   11.300274  -0.0451780893 0.17957264 3.228271e-01
## 6888        Ero1lb      <NA>   10.955250  -0.0457771246 0.19028235 2.999676e-01
## 6889        Ldoc1l      <NA>    9.465298  -0.0457910169 0.18599528 3.066007e-01
## 6891       Gm13157      <NA>    7.630748  -0.0459160477 0.19638832 2.909449e-01
## 6949      BC026585      <NA>    8.130538  -0.0484899680 0.19776311 2.719200e-01
## 6960      AI314180      <NA>   48.686144  -0.0488991245 0.13879848 3.466233e-01
## 6973         Diap1      <NA>   38.372065  -0.0493592646 0.14446409 3.454512e-01
## 6986        Mesdc1      <NA>   40.050273  -0.0499804464 0.14640971 3.406197e-01
## 7007         Smek2      <NA>   49.842657  -0.0508926335 0.13896878 3.304068e-01
## 7011 9030617O03Rik      <NA>    8.802218  -0.0510068587 0.21868142 2.402454e-01
## 7033         Zufsp      <NA>   13.131492  -0.0524416225 0.18164494 2.716277e-01
## 7050        Fbxo18      <NA>   21.254237  -0.0531769115 0.16409872 3.011133e-01
## 7063 2700081O15Rik      <NA>   12.292277  -0.0537814166 0.18205594 2.633156e-01
## 7071      BC002163      <NA>   47.487107  -0.0540914349 0.14584560 3.100960e-01
## 7080         Athl1      <NA>   11.951208  -0.0544212583 0.18385054 2.566776e-01
## 7095         Sept9      <NA>   60.304775  -0.0551630227 0.13959101 2.981862e-01
## 7114         Smek1      <NA>   49.170518  -0.0564513589 0.14323648 2.922519e-01
## 7124      BC094916      <NA>   20.437100  -0.0570675457 0.19276994 2.295614e-01
## 7155          Wibg      <NA>   73.443275  -0.0587422974 0.13728801 2.695040e-01
## 7163         Hmha1      <NA>  128.661201  -0.0592207540 0.14124429 2.715461e-01
## 7232       Apoa1bp      <NA>   42.819556  -0.0632980426 0.15551157 2.525696e-01
## 7300 2310035C23Rik      <NA>   14.126320  -0.0680036833 0.19312191 1.837089e-01
## 7310      Hist3h2a      <NA>   24.238361  -0.0685254721 0.17268766 2.119009e-01
## 7318         Dscr3      <NA>   23.576937  -0.0692763594 0.17440035 2.065559e-01
## 7357       Gltscr1      <NA>   16.263373  -0.0733747244 0.20006706 1.586815e-01
## 7359        March7      <NA>   37.038244  -0.0737448856 0.16370231 2.010329e-01
## 7360 A230046K03Rik      <NA>   25.587570  -0.0737970435 0.17516981 1.895540e-01
## 7479       Zcchc11      <NA>   42.356364  -0.0907456950 0.17315608 1.427316e-01
## 7486        Pyhin1      <NA>   24.762187  -0.0914935260 0.22006889 1.027266e-01
## 7493        Mum1l1      <NA>    7.121694  -0.0925943033 0.32622164 9.233231e-02
## 7503         Sept6      <NA>   69.605540  -0.0949196638 0.16415577 1.321396e-01
## 7506      BC017643      <NA>  105.024578  -0.0957367299 0.15781419 1.258609e-01
## 7531          Ric8      <NA>   38.235613  -0.1012087005 0.18963146 1.099970e-01
## 7537 4931429I11Rik      <NA>   68.776238  -0.1028278127 0.18941530 1.075894e-01
## 7574        Agpat9      <NA>   40.165986  -0.1118425526 0.21479544 7.750070e-02
## 7575      Suv420h1      <NA>   22.926772  -0.1119891310 0.21354476 7.805429e-02
## 7594        Gm4759      <NA>   39.192016  -0.1198068674 0.20846180 7.315459e-02
## 7601       Tsc22d4      <NA>  130.918508  -0.1232164534 0.16890572 7.666230e-02
## 7618        Adrbk1      <NA>  265.712966  -0.1281071100 0.15367659 5.817462e-02
## 7642 D930015E06Rik      <NA>   67.919594  -0.1389694978 0.19274449 6.212670e-02
## 7656           Aes      <NA>  130.943663  -0.1487574724 0.22819989 4.374217e-02
## 7672         Mgea5      <NA>   49.826444  -0.1572301850 0.20781908 4.544776e-02
## 7690          Selm      <NA>   67.940226  -0.1688734331 0.24564481 3.077287e-02
## 7715        Fam65a      <NA>   28.724322  -0.2083118678 0.27199885 1.726801e-02
## 7783       Gm17296      <NA>   61.424601  -0.3690235014 0.26132337 2.566193e-03
## 7823        Fam65b      <NA>   65.952846  -0.5364798173 0.34626721 4.626614e-04
## 7827     Epb4.1l4b      <NA>   59.793484  -0.6382685342 0.67130000 1.125969e-03
## 7838       Fam129c      <NA>   57.217062  -0.9345769086 0.86595198 6.545750e-04
##              padj
## 6    1.631308e-05
## 19   9.540748e-05
## 46   1.336995e-03
## 49   3.067514e-04
## 67   1.017772e-02
## 93   1.602287e-03
## 104  2.277007e-02
## 105  1.168887e-03
## 130  2.016360e-02
## 138  3.693735e-02
## 161  8.361928e-04
## 177  7.056660e-02
## 183  3.167561e-02
## 200  1.313171e-02
## 263  1.010765e-04
## 318  3.082639e-01
## 344  9.968401e-02
## 348  8.713723e-02
## 350  8.961135e-02
## 370  1.095476e-01
## 423  1.828826e-01
## 453  2.430300e-01
## 496  3.231272e-01
## 522  2.956571e-01
## 554  4.273314e-01
## 581  4.417001e-01
## 593  4.078810e-01
## 661  5.405315e-01
## 662  4.476359e-01
## 684  5.115328e-01
## 704  5.146109e-01
## 719  4.767077e-01
## 760  5.951545e-01
## 770  6.802644e-01
## 782  6.989477e-01
## 812  7.043681e-01
## 818  7.429331e-01
## 848  7.702551e-01
## 887  7.883179e-01
## 894  7.477914e-01
## 974  8.628550e-01
## 987  8.557064e-01
## 1017 8.968420e-01
## 1043 9.034017e-01
## 1046 9.120122e-01
## 1058 9.104431e-01
## 1065 9.170031e-01
## 1071 8.901669e-01
## 1094 8.116329e-01
## 1150 9.394499e-01
## 1180 9.385004e-01
## 1188 9.228211e-01
## 1260 9.681317e-01
## 1299 9.580548e-01
## 1332 9.255807e-01
## 1340 9.509470e-01
## 1402 9.394499e-01
## 1409 9.935186e-01
## 1420 9.935186e-01
## 1475 9.935186e-01
## 1574 9.935186e-01
## 1578 9.935186e-01
## 1586 9.935186e-01
## 1611 9.935186e-01
## 1626 9.935186e-01
## 1643 9.935186e-01
## 1652 9.935186e-01
## 1655 9.935186e-01
## 1683 9.935186e-01
## 1700 9.935186e-01
## 1729 9.935186e-01
## 1777 9.935186e-01
## 1781 9.935186e-01
## 1814 9.935186e-01
## 1815 9.935186e-01
## 1855 9.935186e-01
## 1881 9.935186e-01
## 1899 9.935186e-01
## 1928 9.935186e-01
## 1953 9.935186e-01
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# drop rows with NA value
results_df <- na.omit(results_df)

ORA

Separate Significant Genes

# subset significant genes from results
sig_genes_df <- subset(results_df, results_df$padj <= 0.05)

# create a vector from entrez_id
sig_genes_vec <- sig_genes_df$entrez_id
head(sig_genes_vec)
## [1] "104366" "20533"  "14934"  "12346"  "11668"  "27028"

Separate Up- and Down-regulated Genes

# subset up-regulated genes from significants
up_genes_vec <- subset(sig_genes_df$entrez_id, sig_genes_df$log2FoldChange > 0 )
head(up_genes_vec)
## [1] "104366" "20533"  "14934"  "12346"  "11668"  "27028"
# subset down-regulated genes from significants
down_genes_vec <- subset(sig_genes_df$entrez_id, sig_genes_df$log2FoldChange < 0 )
head(down_genes_vec)
## [1] "109154" "12518"  "20586"  "545030" "63986"  "22364"

Run enrichGO() for Each Gene Set

?enrichGO # see the documentation
## starting httpd help server ... done
down_ora_GO_BP <- enrichGO(down_genes_vec,
                           OrgDb = org.Mm.eg.db,
                           ont = "BP",
                           universe = results_df$entrez_id,
                           keyType = "ENTREZID",
                           readable = TRUE)
# you have to simplify GO terms. It is important.
down_ora_GO_BP <- clusterProfiler::simplify(down_ora_GO_BP, cutoff=0.7, by="p.adjust", select_fun=min)

down_ora_GO_BP
## #
## # over-representation test
## #
## #...@organism     Mus musculus 
## #...@ontology     BP 
## #...@keytype      ENTREZID 
## #...@gene     chr [1:51] "109154" "12518" "20586" "545030" "63986" "22364" "23917" ...
## #...pvalues adjusted by 'BH' with cutoff <0.05 
## #...4 enriched terms found
## 'data.frame':    4 obs. of  9 variables:
##  $ ID         : chr  "GO:0045321" "GO:0042100" "GO:0050853" "GO:0032943"
##  $ Description: chr  "leukocyte activation" "B cell proliferation" "B cell receptor signaling pathway" "mononuclear cell proliferation"
##  $ GeneRatio  : chr  "14/50" "5/50" "4/50" "7/50"
##  $ BgRatio    : chr  "475/7245" "59/7245" "37/7245" "163/7245"
##  $ pvalue     : num  2.35e-06 4.83e-05 1.12e-04 1.14e-04
##  $ p.adjust   : num  0.00349 0.0239 0.02811 0.02811
##  $ qvalue     : num  0.00319 0.02182 0.02567 0.02567
##  $ geneID     : chr  "Cd79a/Wdfy4/Impdh1/Il16/Slamf7/Ccnd3/Bst1/Cdkn2a/Igll1/Cplx2/Vpreb1/Tmem98/Thy1/Blk" "Cd79a/Bst1/Cdkn2a/Vpreb1/Blk" "Cd79a/Klhl6/Igll1/Blk" "Cd79a/Impdh1/Ccnd3/Bst1/Cdkn2a/Vpreb1/Blk"
##  $ Count      : int  14 5 4 7
## #...Citation
##  T Wu, E Hu, S Xu, M Chen, P Guo, Z Dai, T Feng, L Zhou, W Tang, L Zhan, X Fu, S Liu, X Bo, and G Yu.
##  clusterProfiler 4.0: A universal enrichment tool for interpreting omics data.
##  The Innovation. 2021, 2(3):100141
up_ora_GO_BP <- enrichGO(up_genes_vec,
                           OrgDb = org.Mm.eg.db,
                           ont = "BP",
                           universe = results_df$entrez_id,
                           keyType = "ENTREZID",
                           readable = TRUE)
# you have to simplify GO terms. It is important.
up_ora_GO_BP <- clusterProfiler::simplify(up_ora_GO_BP, cutoff=0.7, by="p.adjust", select_fun=min)

Run compareCluster()

If you want to perform analysis for more than a group of data, you can use compareCluster().

# make a list from entrez ids of up- and down-regulated genes
gene_clusters <- list(up_regulated = up_genes_vec, down_regulated = down_genes_vec)

?compareCluster # see the documentation
clustered_ora_GO_BP <-  compareCluster(gene_clusters,
                                       fun= enrichGO,
                                       OrgDb = org.Mm.eg.db,
                                       ont = "BP",
                                       universe = results_df$entrez_id,
                                       keyType = "ENTREZID",
                                       readable = TRUE)

clustered_ora_GO_BP <- clusterProfiler::simplify(clustered_ora_GO_BP, cutoff=0.7, by="p.adjust", select_fun=min) # simplify the GO terms

clustered_ora_GO_BP
## #
## # Result of Comparing 2 gene clusters 
## #
## #.. @fun      enrichGO 
## #.. @geneClusters    List of 2
##  $ up_regulated  : chr [1:256] "104366" "20533" "14934" "12346" ...
##  $ down_regulated: chr [1:51] "109154" "12518" "20586" "545030" ...
## #...Result   'data.frame':   50 obs. of  10 variables:
##  $ Cluster    : Factor w/ 2 levels "up_regulated",..: 1 1 1 1 1 1 1 1 1 1 ...
##  $ ID         : chr  "GO:0043043" "GO:0006778" "GO:0006779" "GO:0033014" ...
##  $ Description: chr  "peptide biosynthetic process" "porphyrin-containing compound metabolic process" "porphyrin-containing compound biosynthetic process" "tetrapyrrole biosynthetic process" ...
##  $ GeneRatio  : chr  "56/249" "16/249" "14/249" "14/249" ...
##  $ BgRatio    : chr  "470/7245" "34/7245" "27/7245" "27/7245" ...
##  $ pvalue     : num  3.73e-17 2.98e-15 3.01e-14 3.01e-14 1.17e-13 ...
##  $ p.adjust   : num  1.03e-13 2.76e-12 1.19e-11 1.19e-11 3.75e-11 ...
##  $ qvalue     : num  9.33e-14 2.49e-12 1.08e-11 1.08e-11 3.38e-11 ...
##  $ geneID     : chr  "Hbb-b1/Fech/Ppp1r15a/Gclm/S100a9/Hagh/Rps28/Rpl36/Rps18/Rps2/Rpl14/Rpsa/Rplp1/Rplp0/Rpl10a/Rps29/Rps12/Rpl4/Rpl"| __truncated__ "Spta1/Alas2/Sptb/Slc6a9/Ank1/Fech/Abcb10/Alad/Hmbs/Blvrb/Urod/Atpif1/Cpox/Hebp1/Slc25a39/Tmem14c" "Spta1/Alas2/Sptb/Slc6a9/Ank1/Fech/Abcb10/Alad/Hmbs/Urod/Atpif1/Cpox/Slc25a39/Tmem14c" "Spta1/Alas2/Sptb/Slc6a9/Ank1/Fech/Abcb10/Alad/Hmbs/Urod/Atpif1/Cpox/Slc25a39/Tmem14c" ...
##  $ Count      : int  56 16 14 14 25 24 13 9 13 8 ...
## #.. number of enriched terms found for each gene cluster:
## #..   up_regulated: 46 
## #..   down_regulated: 4 
## #
## #...Citation
## T Wu, E Hu, S Xu, M Chen, P Guo, Z Dai, T Feng, L Zhou, 
## W Tang, L Zhan, X Fu, S Liu, X Bo, and G Yu. 
## clusterProfiler 4.0: A universal enrichment tool for interpreting omics data. 
## The Innovation. 2021, 2(3):100141

Save Output

res <- as.data.frame(down_ora_GO_BP@result)
res
##                    ID                       Description GeneRatio  BgRatio
## GO:0045321 GO:0045321              leukocyte activation     14/50 475/7245
## GO:0042100 GO:0042100              B cell proliferation      5/50  59/7245
## GO:0050853 GO:0050853 B cell receptor signaling pathway      4/50  37/7245
## GO:0032943 GO:0032943    mononuclear cell proliferation      7/50 163/7245
##                  pvalue    p.adjust      qvalue
## GO:0045321 2.348189e-06 0.003489408 0.003186121
## GO:0042100 4.825251e-05 0.023901078 0.021823680
## GO:0050853 1.121110e-04 0.028113554 0.025670023
## GO:0032943 1.135137e-04 0.028113554 0.025670023
##                                                                                         geneID
## GO:0045321 Cd79a/Wdfy4/Impdh1/Il16/Slamf7/Ccnd3/Bst1/Cdkn2a/Igll1/Cplx2/Vpreb1/Tmem98/Thy1/Blk
## GO:0042100                                                        Cd79a/Bst1/Cdkn2a/Vpreb1/Blk
## GO:0050853                                                               Cd79a/Klhl6/Igll1/Blk
## GO:0032943                                           Cd79a/Impdh1/Ccnd3/Bst1/Cdkn2a/Vpreb1/Blk
##            Count
## GO:0045321    14
## GO:0042100     5
## GO:0050853     4
## GO:0032943     7
# I want to save my output as a csv. So, I want to make sure there is no comma in my Description column
res$Description <- gsub(",","",res$Description)

# write output
write_csv(x = res,
          file = "results/down_ora_GO_BP.csv",
          quote = "none")

res <- as.data.frame(up_ora_GO_BP@result)
res
##                    ID                                          Description
## GO:0043043 GO:0043043                         peptide biosynthetic process
## GO:0006778 GO:0006778      porphyrin-containing compound metabolic process
## GO:0006779 GO:0006779   porphyrin-containing compound biosynthetic process
## GO:0033014 GO:0033014                    tetrapyrrole biosynthetic process
## GO:0034101 GO:0034101                              erythrocyte homeostasis
## GO:0030218 GO:0030218                          erythrocyte differentiation
## GO:0042440 GO:0042440                            pigment metabolic process
## GO:0019730 GO:0019730                       antimicrobial humoral response
## GO:0006959 GO:0006959                              humoral immune response
## GO:0042744 GO:0042744                  hydrogen peroxide catabolic process
## GO:0009617 GO:0009617                                response to bacterium
## GO:0042255 GO:0042255                                    ribosome assembly
## GO:0045861 GO:0045861                   negative regulation of proteolysis
## GO:0006749 GO:0006749                        glutathione metabolic process
## GO:0071353 GO:0071353                   cellular response to interleukin-4
## GO:0070670 GO:0070670                            response to interleukin-4
## GO:0042273 GO:0042273                   ribosomal large subunit biogenesis
## GO:0055072 GO:0055072                                 iron ion homeostasis
## GO:0044403 GO:0044403 biological process involved in symbiotic interaction
## GO:0000028 GO:0000028                     ribosomal small subunit assembly
## GO:0045071 GO:0045071      negative regulation of viral genome replication
## GO:0042541 GO:0042541                      hemoglobin biosynthetic process
## GO:0006690 GO:0006690                          icosanoid metabolic process
## GO:0009636 GO:0009636                          response to toxic substance
## GO:0051346 GO:0051346            negative regulation of hydrolase activity
## GO:0071621 GO:0071621                               granulocyte chemotaxis
## GO:0052547 GO:0052547                     regulation of peptidase activity
## GO:0006826 GO:0006826                                   iron ion transport
## GO:0098609 GO:0098609                                   cell-cell adhesion
## GO:0001504 GO:0001504                              neurotransmitter uptake
## GO:0033559 GO:0033559             unsaturated fatty acid metabolic process
## GO:0046903 GO:0046903                                            secretion
## GO:0006954 GO:0006954                                inflammatory response
## GO:0032653 GO:0032653              regulation of interleukin-10 production
## GO:0097530 GO:0097530                                granulocyte migration
## GO:0031640 GO:0031640                 killing of cells of another organism
## GO:0035162 GO:0035162                                embryonic hemopoiesis
## GO:0032613 GO:0032613                            interleukin-10 production
## GO:0030193 GO:0030193                      regulation of blood coagulation
## GO:1900046 GO:1900046                             regulation of hemostasis
## GO:0006956 GO:0006956                                complement activation
## GO:0061041 GO:0061041                          regulation of wound healing
## GO:0071826 GO:0071826       ribonucleoprotein complex subunit organization
## GO:0050818 GO:0050818                            regulation of coagulation
## GO:0032943 GO:0032943                       mononuclear cell proliferation
## GO:0042119 GO:0042119                                neutrophil activation
##            GeneRatio  BgRatio       pvalue     p.adjust       qvalue
## GO:0043043    56/249 470/7245 3.726619e-17 1.034137e-13 9.328317e-14
## GO:0006778    16/249  34/7245 2.980872e-15 2.757307e-12 2.487198e-12
## GO:0006779    14/249  27/7245 3.009192e-14 1.192929e-11 1.076069e-11
## GO:0033014    14/249  27/7245 3.009192e-14 1.192929e-11 1.076069e-11
## GO:0034101    25/249 118/7245 1.173412e-13 3.745648e-11 3.378721e-11
## GO:0030218    24/249 108/7245 1.214805e-13 3.745648e-11 3.378721e-11
## GO:0042440    13/249  37/7245 1.168306e-10 2.026281e-08 1.827784e-08
## GO:0019730     9/249  21/7245 1.187315e-08 1.734105e-06 1.564230e-06
## GO:0006959    13/249  52/7245 1.313420e-08 1.822370e-06 1.643849e-06
## GO:0042744     8/249  17/7245 3.236650e-08 4.277002e-06 3.858022e-06
## GO:0009617    28/249 266/7245 9.706411e-08 1.224331e-05 1.104394e-05
## GO:0042255    12/249  53/7245 1.588574e-07 1.916650e-05 1.728892e-05
## GO:0045861    17/249 129/7245 1.703894e-06 1.818579e-04 1.640429e-04
## GO:0006749     9/249  35/7245 1.868992e-06 1.920908e-04 1.732734e-04
## GO:0071353     7/249  21/7245 4.007268e-06 3.587152e-04 3.235750e-04
## GO:0070670     7/249  22/7245 5.706285e-06 4.798467e-04 4.328404e-04
## GO:0042273    11/249  64/7245 9.381203e-06 7.656717e-04 6.906657e-04
## GO:0055072    10/249  53/7245 1.016786e-05 8.061659e-04 7.271930e-04
## GO:0044403    16/249 133/7245 1.146204e-05 8.835326e-04 7.969807e-04
## GO:0000028     6/249  17/7245 1.396296e-05 1.047222e-03 9.446352e-04
## GO:0045071     8/249  34/7245 1.453948e-05 1.061765e-03 9.577530e-04
## GO:0042541     5/249  12/7245 2.993434e-05 2.076695e-03 1.873260e-03
## GO:0006690     7/249  30/7245 5.380603e-05 3.318039e-03 2.993000e-03
## GO:0009636     9/249  53/7245 6.826460e-05 3.998762e-03 3.607039e-03
## GO:0051346    14/249 122/7245 6.916778e-05 3.998762e-03 3.607039e-03
## GO:0071621     8/249  44/7245 1.053763e-04 5.623449e-03 5.072569e-03
## GO:0052547    16/249 167/7245 1.873687e-04 9.274515e-03 8.365973e-03
## GO:0006826     6/249  26/7245 2.001512e-04 9.576199e-03 8.638104e-03
## GO:0098609    23/249 297/7245 2.080756e-04 9.786605e-03 8.827899e-03
## GO:0001504     4/249  10/7245 2.428815e-04 1.097493e-02 9.899817e-03
## GO:0033559     6/249  27/7245 2.500120e-04 1.101243e-02 9.933643e-03
## GO:0046903    26/249 364/7245 2.931020e-04 1.251320e-02 1.128739e-02
## GO:0006954    21/249 273/7245 4.316457e-04 1.761495e-02 1.588937e-02
## GO:0032653     5/249  20/7245 4.674011e-04 1.879765e-02 1.695621e-02
## GO:0097530     8/249  55/7245 5.223401e-04 2.070705e-02 1.867857e-02
## GO:0031640     4/249  12/7245 5.421415e-04 2.118933e-02 1.911360e-02
## GO:0035162     5/249  21/7245 5.964276e-04 2.267242e-02 2.045140e-02
## GO:0032613     5/249  22/7245 7.504298e-04 2.711239e-02 2.445643e-02
## GO:0030193     5/249  23/7245 9.322963e-04 3.155027e-02 2.845957e-02
## GO:1900046     5/249  23/7245 9.322963e-04 3.155027e-02 2.845957e-02
## GO:0006956     4/249  14/7245 1.038310e-03 3.441305e-02 3.104191e-02
## GO:0061041     7/249  48/7245 1.148201e-03 3.748538e-02 3.381327e-02
## GO:0071826    13/249 144/7245 1.304439e-03 4.022019e-02 3.628017e-02
## GO:0050818     5/249  25/7245 1.391647e-03 4.070173e-02 3.671455e-02
## GO:0032943    14/249 163/7245 1.393393e-03 4.070173e-02 3.671455e-02
## GO:0042119     4/249  16/7245 1.788148e-03 4.912980e-02 4.431699e-02
##                                                                                                                                                                                                                                                                                                                                                  geneID
## GO:0043043 Hbb-b1/Fech/Ppp1r15a/Gclm/S100a9/Hagh/Rps28/Rpl36/Rps18/Rps2/Rpl14/Rpsa/Rplp1/Rplp0/Rpl10a/Rps29/Rps12/Rpl4/Rpl3/Rpl36a/Rpl12/Rpl35/Rpl11/Rpl32/Eef1b2/Pkm/Rpl37/Rplp2/Rps27a/Uqcc2/Eef1a1/Rpl28/Rps23/Rps5/Rpl41/Rpl19/Rpl6/Rpl13/Rpl24/Rps15/Rps17/Rps8/Eef1g/Rpl23a/Rpl17/Rpl9/Pabpc1/Rps21/Rps13/Rpl8/Rpl27a/Rpl7/Rps26/Rps3/Rpl23/Rps4x
## GO:0006778                                                                                                                                                                                                                                             Spta1/Alas2/Sptb/Slc6a9/Ank1/Fech/Abcb10/Alad/Hmbs/Blvrb/Urod/Atpif1/Cpox/Hebp1/Slc25a39/Tmem14c
## GO:0006779                                                                                                                                                                                                                                                         Spta1/Alas2/Sptb/Slc6a9/Ank1/Fech/Abcb10/Alad/Hmbs/Urod/Atpif1/Cpox/Slc25a39/Tmem14c
## GO:0033014                                                                                                                                                                                                                                                         Spta1/Alas2/Sptb/Slc6a9/Ank1/Fech/Abcb10/Alad/Hmbs/Urod/Atpif1/Cpox/Slc25a39/Tmem14c
## GO:0034101                                                                                                                                                                                        Slc4a1/Dmtn/Rhd/Alas2/Rhag/Hba-a1/Hba-a2/Hbb-b1/Trim10/Klf1/Tspo2/Gata1/Tal1/Ank1/Gfi1b/Trim58/Fech/Abcb10/Isg15/Lmo2/Zfpm1/Atpif1/Tmem14c/Rps6/Rps17
## GO:0030218                                                                                                                                                                                              Slc4a1/Dmtn/Rhd/Alas2/Rhag/Hba-a1/Hba-a2/Hbb-b1/Trim10/Klf1/Tspo2/Gata1/Tal1/Ank1/Gfi1b/Trim58/Fech/Abcb10/Isg15/Lmo2/Zfpm1/Atpif1/Tmem14c/Rps6
## GO:0042440                                                                                                                                                                                                                                                             Alas2/Slc6a9/Fech/Abcb10/Alad/Hmbs/Blvrb/Urod/Atpif1/Cpox/Hebp1/Slc25a39/Tmem14c
## GO:0019730                                                                                                                                                                                                                                                                                       Wfdc17/Ppbp/Pglyrp1/Jchain/Slpi/S100a9/Camp/Wfdc21/Ltf
## GO:0006959                                                                                                                                                                                                                                                                   Rgcc/Wfdc17/Ppbp/Cd5l/Fcna/Pglyrp1/Jchain/Slpi/S100a9/Camp/C1qc/Wfdc21/Ltf
## GO:0042744                                                                                                                                                                                                                                                                                               Hba-a1/Hbb-b1/Snca/Hbb-bt/Hbq1b/Gpx1/Mpo/Prdx2
## GO:0009617                                                                                                                                                                                 Aqp1/Hba-a1/Hba-a2/Snca/Gata1/Saa3/Wfdc17/Ppbp/Prg2/Ccl5/Isg15/Fcer1g/Pglyrp1/Jchain/S100a8/Lcn2/Slpi/S100a9/Hp/Mt2/Lyz2/Gpx1/Camp/Wfdc21/Mpo/Prdx2/Ltf/Cd47
## GO:0042255                                                                                                                                                                                                                                                                          Rps28/Rps2/Rpsa/Rps25/Rplp0/Rpl3/Rpl11/Rps5/Rpl6/Rpl24/Rps15/Rpl23a
## GO:0045861                                                                                                                                                                                                                                          Aqp1/Snca/Stfa2/Alad/Arrb1/Ppp1r15a/Stfa3/Stfa2l1/Slpi/Ngp/Gpx1/Ltf/Ctsb/Hsp90ab1/Birc5/Rpl11/Rpl23
## GO:0006749                                                                                                                                                                                                                                                                                          Hbb-b1/Hbb-bt/Chac2/Gstm5/Gclm/Hagh/Gpx1/Gpx4/Eef1g
## GO:0071353                                                                                                                                                                                                                                                                                                  Alad/Rps2/Rplp0/Hsp90ab1/Impdh2/Rpl3/Tuba1b
## GO:0070670                                                                                                                                                                                                                                                                                                  Alad/Rps2/Rplp0/Hsp90ab1/Impdh2/Rpl3/Tuba1b
## GO:0042273                                                                                                                                                                                                                                                                             Rpl14/Rplp0/Rpl10a/Rpl3/Rpl35/Rpl11/Rpl7a/Rpl6/Rpl24/Rpl23a/Rpl7
## GO:0055072                                                                                                                                                                                                                                                                                           Rhd/Alas2/Rhag/Slc6a9/Ank1/Fech/Lcn2/Tfrc/Fth1/Ltf
## GO:0044403                                                                                                                                                                                                                                                  Trim10/Stom/Ifitm3/Ccl5/Apoe/Pglyrp1/Csf1r/Ifitm6/Gpx1/Camp/Cd74/Ltf/Ctsb/Bsg/Hsp90ab1/Tcp1
## GO:0000028                                                                                                                                                                                                                                                                                                             Rps28/Rps2/Rpsa/Rps25/Rps5/Rps15
## GO:0045071                                                                                                                                                                                                                                                                                                Rsad2/Ifitm3/Ccl5/Isg20/Isg15/Ifitm6/Slpi/Ltf
## GO:0042541                                                                                                                                                                                                                                                                                                            Alas2/Slc6a9/Fech/Abcb10/Slc25a37
## GO:0006690                                                                                                                                                                                                                                                                                                        Ces2g/Mgst3/Sphk1/Gpx1/Mgll/Cd74/Gpx4
## GO:0009636                                                                                                                                                                                                                                                                                              Aldh1a1/Ccl5/Gstm5/Lcn2/Mt2/Gpx1/Mpo/Prdx2/Ass1
## GO:0051346                                                                                                                                                                                                                                                             Aqp1/Snca/Stfa2/Arrb1/Ppp1r15a/Stfa3/Stfa2l1/Slpi/Ngp/Gpx1/Ltf/Ctsb/Atpif1/Birc5
## GO:0071621                                                                                                                                                                                                                                                                                                Ppbp/Ccl5/Fcer1g/Csf1r/S100a8/S100a9/Cd74/Bsg
## GO:0052547                                                                                                                                                                                                                                                   Aqp1/Snca/Cldn13/Stfa2/Arrb1/Stfa3/S100a8/Stfa2l1/Slpi/S100a9/Ngp/Gpx1/Ltf/Ctsb/Birc5/Rps3
## GO:0006826                                                                                                                                                                                                                                                                                                           Slc6a9/Lcn2/Slc25a37/Tfrc/Fth1/Ltf
## GO:0098609                                                                                                                                                                                                             Slc4a1/Dmtn/Spta1/Add2/Gata1/Rgcc/Stfa2/Ccl5/Icam4/Stfa3/S100a8/Stfa2l1/S100a9/Tfrc/Prdx2/Cd74/H2-Aa/Bsg/Rpsa/Ass1/Adk/Cd47/Rps3
## GO:0001504                                                                                                                                                                                                                                                                                                                     Snca/Slc6a9/Cln8/Slc29a1
## GO:0033559                                                                                                                                                                                                                                                                                                              Ces2g/Sphk1/Gpx1/Mgll/Cd74/Gpx4
## GO:0046903                                                                                                                                                                               Dmtn/Aqp1/Snca/Rsad2/Slc6a9/Gata1/Rab3il1/Tnfaip2/Rgcc/Slc16a10/Ccl5/Apoe/Fcer1g/Arrb1/S100a8/Stard10/S100a9/Sphk1/Ccnd1/Car2/Anxa2/Abcb4/Cd74/Bsg/Birc5/Uqcc2
## GO:0006954                                                                                                                                                                                                                        Snca/Ackr1/Saa3/Ppbp/Cd5l/Tyrobp/Ccl5/Apoe/Fcer1g/Pglyrp1/Csf1r/S100a8/S100a9/Sphk1/Hp/Gpx1/Camp/Mgll/Prdx2/Gpx4/Cd47
## GO:0032653                                                                                                                                                                                                                                                                                                                Prg2/Tyrobp/Isg15/Fcer1g/Cd47
## GO:0097530                                                                                                                                                                                                                                                                                                Ppbp/Ccl5/Fcer1g/Csf1r/S100a8/S100a9/Cd74/Bsg
## GO:0031640                                                                                                                                                                                                                                                                                                                        Ppbp/Pglyrp1/Lyz2/Ltf
## GO:0035162                                                                                                                                                                                                                                                                                                                   Klf1/Gata1/Tal1/Lmo2/Zfpm1
## GO:0032613                                                                                                                                                                                                                                                                                                                Prg2/Tyrobp/Isg15/Fcer1g/Cd47
## GO:0030193                                                                                                                                                                                                                                                                                                                 Dmtn/Apoe/S100a9/Anxa2/Prdx2
## GO:1900046                                                                                                                                                                                                                                                                                                                 Dmtn/Apoe/S100a9/Anxa2/Prdx2
## GO:0006956                                                                                                                                                                                                                                                                                                                          Rgcc/Cd5l/Fcna/C1qc
## GO:0061041                                                                                                                                                                                                                                                                                                   Dmtn/Cldn13/Fermt1/Apoe/S100a9/Anxa2/Prdx2
## GO:0071826                                                                                                                                                                                                                                                                 Rps28/Rps2/Rpsa/Rps25/Rplp0/Hsp90ab1/Rpl3/Rpl11/Rps5/Rpl6/Rpl24/Rps15/Rpl23a
## GO:0050818                                                                                                                                                                                                                                                                                                                 Dmtn/Apoe/S100a9/Anxa2/Prdx2
## GO:0032943                                                                                                                                                                                                                                                               Slc4a1/Spta1/Tyrobp/Ccl5/Csf1r/Lst1/Tfrc/Prdx2/Cd74/H2-Aa/Impdh2/Rps6/Adk/Rps3
## GO:0042119                                                                                                                                                                                                                                                                                                                      Tyrobp/Ccl5/Fcer1g/Camp
##            Count
## GO:0043043    56
## GO:0006778    16
## GO:0006779    14
## GO:0033014    14
## GO:0034101    25
## GO:0030218    24
## GO:0042440    13
## GO:0019730     9
## GO:0006959    13
## GO:0042744     8
## GO:0009617    28
## GO:0042255    12
## GO:0045861    17
## GO:0006749     9
## GO:0071353     7
## GO:0070670     7
## GO:0042273    11
## GO:0055072    10
## GO:0044403    16
## GO:0000028     6
## GO:0045071     8
## GO:0042541     5
## GO:0006690     7
## GO:0009636     9
## GO:0051346    14
## GO:0071621     8
## GO:0052547    16
## GO:0006826     6
## GO:0098609    23
## GO:0001504     4
## GO:0033559     6
## GO:0046903    26
## GO:0006954    21
## GO:0032653     5
## GO:0097530     8
## GO:0031640     4
## GO:0035162     5
## GO:0032613     5
## GO:0030193     5
## GO:1900046     5
## GO:0006956     4
## GO:0061041     7
## GO:0071826    13
## GO:0050818     5
## GO:0032943    14
## GO:0042119     4
# I want to save my output as a csv. So, I want to make sure there is no comma in my Description column
res$Description <- gsub(",","",res$Description)

# write output
write_csv(x = res,
          file = "results/up_ora_GO_BP.csv",
          quote = "none")

res <- as.data.frame(clustered_ora_GO_BP@compareClusterResult)
res
##            Cluster         ID
## 1     up_regulated GO:0043043
## 3     up_regulated GO:0006778
## 6     up_regulated GO:0006779
## 7     up_regulated GO:0033014
## 8     up_regulated GO:0034101
## 9     up_regulated GO:0030218
## 16    up_regulated GO:0042440
## 19    up_regulated GO:0019730
## 20    up_regulated GO:0006959
## 21    up_regulated GO:0042744
## 22    up_regulated GO:0009617
## 23    up_regulated GO:0042255
## 26    up_regulated GO:0045861
## 27    up_regulated GO:0006749
## 31    up_regulated GO:0071353
## 33    up_regulated GO:0070670
## 34    up_regulated GO:0042273
## 35    up_regulated GO:0055072
## 36    up_regulated GO:0044403
## 37    up_regulated GO:0000028
## 38    up_regulated GO:0045071
## 40    up_regulated GO:0042541
## 45    up_regulated GO:0006690
## 47    up_regulated GO:0009636
## 48    up_regulated GO:0051346
## 52    up_regulated GO:0071621
## 56    up_regulated GO:0052547
## 58    up_regulated GO:0006826
## 59    up_regulated GO:0098609
## 61    up_regulated GO:0001504
## 63    up_regulated GO:0033559
## 65    up_regulated GO:0046903
## 68    up_regulated GO:0006954
## 69    up_regulated GO:0032653
## 70    up_regulated GO:0097530
## 71    up_regulated GO:0031640
## 73    up_regulated GO:0035162
## 76    up_regulated GO:0032613
## 81    up_regulated GO:0030193
## 82    up_regulated GO:1900046
## 83    up_regulated GO:0006956
## 85    up_regulated GO:0061041
## 90    up_regulated GO:0071826
## 93    up_regulated GO:0050818
## 95    up_regulated GO:0032943
## 101   up_regulated GO:0042119
## 102 down_regulated GO:0045321
## 104 down_regulated GO:0042100
## 106 down_regulated GO:0050853
## 107 down_regulated GO:0032943
##                                              Description GeneRatio  BgRatio
## 1                           peptide biosynthetic process    56/249 470/7245
## 3        porphyrin-containing compound metabolic process    16/249  34/7245
## 6     porphyrin-containing compound biosynthetic process    14/249  27/7245
## 7                      tetrapyrrole biosynthetic process    14/249  27/7245
## 8                                erythrocyte homeostasis    25/249 118/7245
## 9                            erythrocyte differentiation    24/249 108/7245
## 16                             pigment metabolic process    13/249  37/7245
## 19                        antimicrobial humoral response     9/249  21/7245
## 20                               humoral immune response    13/249  52/7245
## 21                   hydrogen peroxide catabolic process     8/249  17/7245
## 22                                 response to bacterium    28/249 266/7245
## 23                                     ribosome assembly    12/249  53/7245
## 26                    negative regulation of proteolysis    17/249 129/7245
## 27                         glutathione metabolic process     9/249  35/7245
## 31                    cellular response to interleukin-4     7/249  21/7245
## 33                             response to interleukin-4     7/249  22/7245
## 34                    ribosomal large subunit biogenesis    11/249  64/7245
## 35                                  iron ion homeostasis    10/249  53/7245
## 36  biological process involved in symbiotic interaction    16/249 133/7245
## 37                      ribosomal small subunit assembly     6/249  17/7245
## 38       negative regulation of viral genome replication     8/249  34/7245
## 40                       hemoglobin biosynthetic process     5/249  12/7245
## 45                           icosanoid metabolic process     7/249  30/7245
## 47                           response to toxic substance     9/249  53/7245
## 48             negative regulation of hydrolase activity    14/249 122/7245
## 52                                granulocyte chemotaxis     8/249  44/7245
## 56                      regulation of peptidase activity    16/249 167/7245
## 58                                    iron ion transport     6/249  26/7245
## 59                                    cell-cell adhesion    23/249 297/7245
## 61                               neurotransmitter uptake     4/249  10/7245
## 63              unsaturated fatty acid metabolic process     6/249  27/7245
## 65                                             secretion    26/249 364/7245
## 68                                 inflammatory response    21/249 273/7245
## 69               regulation of interleukin-10 production     5/249  20/7245
## 70                                 granulocyte migration     8/249  55/7245
## 71                  killing of cells of another organism     4/249  12/7245
## 73                                 embryonic hemopoiesis     5/249  21/7245
## 76                             interleukin-10 production     5/249  22/7245
## 81                       regulation of blood coagulation     5/249  23/7245
## 82                              regulation of hemostasis     5/249  23/7245
## 83                                 complement activation     4/249  14/7245
## 85                           regulation of wound healing     7/249  48/7245
## 90        ribonucleoprotein complex subunit organization    13/249 144/7245
## 93                             regulation of coagulation     5/249  25/7245
## 95                        mononuclear cell proliferation    14/249 163/7245
## 101                                neutrophil activation     4/249  16/7245
## 102                                 leukocyte activation     14/50 475/7245
## 104                                 B cell proliferation      5/50  59/7245
## 106                    B cell receptor signaling pathway      4/50  37/7245
## 107                       mononuclear cell proliferation      7/50 163/7245
##           pvalue     p.adjust       qvalue
## 1   3.726619e-17 1.034137e-13 9.328317e-14
## 3   2.980872e-15 2.757307e-12 2.487198e-12
## 6   3.009192e-14 1.192929e-11 1.076069e-11
## 7   3.009192e-14 1.192929e-11 1.076069e-11
## 8   1.173412e-13 3.745648e-11 3.378721e-11
## 9   1.214805e-13 3.745648e-11 3.378721e-11
## 16  1.168306e-10 2.026281e-08 1.827784e-08
## 19  1.187315e-08 1.734105e-06 1.564230e-06
## 20  1.313420e-08 1.822370e-06 1.643849e-06
## 21  3.236650e-08 4.277002e-06 3.858022e-06
## 22  9.706411e-08 1.224331e-05 1.104394e-05
## 23  1.588574e-07 1.916650e-05 1.728892e-05
## 26  1.703894e-06 1.818579e-04 1.640429e-04
## 27  1.868992e-06 1.920908e-04 1.732734e-04
## 31  4.007268e-06 3.587152e-04 3.235750e-04
## 33  5.706285e-06 4.798467e-04 4.328404e-04
## 34  9.381203e-06 7.656717e-04 6.906657e-04
## 35  1.016786e-05 8.061659e-04 7.271930e-04
## 36  1.146204e-05 8.835326e-04 7.969807e-04
## 37  1.396296e-05 1.047222e-03 9.446352e-04
## 38  1.453948e-05 1.061765e-03 9.577530e-04
## 40  2.993434e-05 2.076695e-03 1.873260e-03
## 45  5.380603e-05 3.318039e-03 2.993000e-03
## 47  6.826460e-05 3.998762e-03 3.607039e-03
## 48  6.916778e-05 3.998762e-03 3.607039e-03
## 52  1.053763e-04 5.623449e-03 5.072569e-03
## 56  1.873687e-04 9.274515e-03 8.365973e-03
## 58  2.001512e-04 9.576199e-03 8.638104e-03
## 59  2.080756e-04 9.786605e-03 8.827899e-03
## 61  2.428815e-04 1.097493e-02 9.899817e-03
## 63  2.500120e-04 1.101243e-02 9.933643e-03
## 65  2.931020e-04 1.251320e-02 1.128739e-02
## 68  4.316457e-04 1.761495e-02 1.588937e-02
## 69  4.674011e-04 1.879765e-02 1.695621e-02
## 70  5.223401e-04 2.070705e-02 1.867857e-02
## 71  5.421415e-04 2.118933e-02 1.911360e-02
## 73  5.964276e-04 2.267242e-02 2.045140e-02
## 76  7.504298e-04 2.711239e-02 2.445643e-02
## 81  9.322963e-04 3.155027e-02 2.845957e-02
## 82  9.322963e-04 3.155027e-02 2.845957e-02
## 83  1.038310e-03 3.441305e-02 3.104191e-02
## 85  1.148201e-03 3.748538e-02 3.381327e-02
## 90  1.304439e-03 4.022019e-02 3.628017e-02
## 93  1.391647e-03 4.070173e-02 3.671455e-02
## 95  1.393393e-03 4.070173e-02 3.671455e-02
## 101 1.788148e-03 4.912980e-02 4.431699e-02
## 102 2.348189e-06 3.489408e-03 3.186121e-03
## 104 4.825251e-05 2.390108e-02 2.182368e-02
## 106 1.121110e-04 2.811355e-02 2.567002e-02
## 107 1.135137e-04 2.811355e-02 2.567002e-02
##                                                                                                                                                                                                                                                                                                                                           geneID
## 1   Hbb-b1/Fech/Ppp1r15a/Gclm/S100a9/Hagh/Rps28/Rpl36/Rps18/Rps2/Rpl14/Rpsa/Rplp1/Rplp0/Rpl10a/Rps29/Rps12/Rpl4/Rpl3/Rpl36a/Rpl12/Rpl35/Rpl11/Rpl32/Eef1b2/Pkm/Rpl37/Rplp2/Rps27a/Uqcc2/Eef1a1/Rpl28/Rps23/Rps5/Rpl41/Rpl19/Rpl6/Rpl13/Rpl24/Rps15/Rps17/Rps8/Eef1g/Rpl23a/Rpl17/Rpl9/Pabpc1/Rps21/Rps13/Rpl8/Rpl27a/Rpl7/Rps26/Rps3/Rpl23/Rps4x
## 3                                                                                                                                                                                                                                               Spta1/Alas2/Sptb/Slc6a9/Ank1/Fech/Abcb10/Alad/Hmbs/Blvrb/Urod/Atpif1/Cpox/Hebp1/Slc25a39/Tmem14c
## 6                                                                                                                                                                                                                                                           Spta1/Alas2/Sptb/Slc6a9/Ank1/Fech/Abcb10/Alad/Hmbs/Urod/Atpif1/Cpox/Slc25a39/Tmem14c
## 7                                                                                                                                                                                                                                                           Spta1/Alas2/Sptb/Slc6a9/Ank1/Fech/Abcb10/Alad/Hmbs/Urod/Atpif1/Cpox/Slc25a39/Tmem14c
## 8                                                                                                                                                                                          Slc4a1/Dmtn/Rhd/Alas2/Rhag/Hba-a1/Hba-a2/Hbb-b1/Trim10/Klf1/Tspo2/Gata1/Tal1/Ank1/Gfi1b/Trim58/Fech/Abcb10/Isg15/Lmo2/Zfpm1/Atpif1/Tmem14c/Rps6/Rps17
## 9                                                                                                                                                                                                Slc4a1/Dmtn/Rhd/Alas2/Rhag/Hba-a1/Hba-a2/Hbb-b1/Trim10/Klf1/Tspo2/Gata1/Tal1/Ank1/Gfi1b/Trim58/Fech/Abcb10/Isg15/Lmo2/Zfpm1/Atpif1/Tmem14c/Rps6
## 16                                                                                                                                                                                                                                                              Alas2/Slc6a9/Fech/Abcb10/Alad/Hmbs/Blvrb/Urod/Atpif1/Cpox/Hebp1/Slc25a39/Tmem14c
## 19                                                                                                                                                                                                                                                                                        Wfdc17/Ppbp/Pglyrp1/Jchain/Slpi/S100a9/Camp/Wfdc21/Ltf
## 20                                                                                                                                                                                                                                                                    Rgcc/Wfdc17/Ppbp/Cd5l/Fcna/Pglyrp1/Jchain/Slpi/S100a9/Camp/C1qc/Wfdc21/Ltf
## 21                                                                                                                                                                                                                                                                                                Hba-a1/Hbb-b1/Snca/Hbb-bt/Hbq1b/Gpx1/Mpo/Prdx2
## 22                                                                                                                                                                                  Aqp1/Hba-a1/Hba-a2/Snca/Gata1/Saa3/Wfdc17/Ppbp/Prg2/Ccl5/Isg15/Fcer1g/Pglyrp1/Jchain/S100a8/Lcn2/Slpi/S100a9/Hp/Mt2/Lyz2/Gpx1/Camp/Wfdc21/Mpo/Prdx2/Ltf/Cd47
## 23                                                                                                                                                                                                                                                                           Rps28/Rps2/Rpsa/Rps25/Rplp0/Rpl3/Rpl11/Rps5/Rpl6/Rpl24/Rps15/Rpl23a
## 26                                                                                                                                                                                                                                           Aqp1/Snca/Stfa2/Alad/Arrb1/Ppp1r15a/Stfa3/Stfa2l1/Slpi/Ngp/Gpx1/Ltf/Ctsb/Hsp90ab1/Birc5/Rpl11/Rpl23
## 27                                                                                                                                                                                                                                                                                           Hbb-b1/Hbb-bt/Chac2/Gstm5/Gclm/Hagh/Gpx1/Gpx4/Eef1g
## 31                                                                                                                                                                                                                                                                                                   Alad/Rps2/Rplp0/Hsp90ab1/Impdh2/Rpl3/Tuba1b
## 33                                                                                                                                                                                                                                                                                                   Alad/Rps2/Rplp0/Hsp90ab1/Impdh2/Rpl3/Tuba1b
## 34                                                                                                                                                                                                                                                                              Rpl14/Rplp0/Rpl10a/Rpl3/Rpl35/Rpl11/Rpl7a/Rpl6/Rpl24/Rpl23a/Rpl7
## 35                                                                                                                                                                                                                                                                                            Rhd/Alas2/Rhag/Slc6a9/Ank1/Fech/Lcn2/Tfrc/Fth1/Ltf
## 36                                                                                                                                                                                                                                                   Trim10/Stom/Ifitm3/Ccl5/Apoe/Pglyrp1/Csf1r/Ifitm6/Gpx1/Camp/Cd74/Ltf/Ctsb/Bsg/Hsp90ab1/Tcp1
## 37                                                                                                                                                                                                                                                                                                              Rps28/Rps2/Rpsa/Rps25/Rps5/Rps15
## 38                                                                                                                                                                                                                                                                                                 Rsad2/Ifitm3/Ccl5/Isg20/Isg15/Ifitm6/Slpi/Ltf
## 40                                                                                                                                                                                                                                                                                                             Alas2/Slc6a9/Fech/Abcb10/Slc25a37
## 45                                                                                                                                                                                                                                                                                                         Ces2g/Mgst3/Sphk1/Gpx1/Mgll/Cd74/Gpx4
## 47                                                                                                                                                                                                                                                                                               Aldh1a1/Ccl5/Gstm5/Lcn2/Mt2/Gpx1/Mpo/Prdx2/Ass1
## 48                                                                                                                                                                                                                                                              Aqp1/Snca/Stfa2/Arrb1/Ppp1r15a/Stfa3/Stfa2l1/Slpi/Ngp/Gpx1/Ltf/Ctsb/Atpif1/Birc5
## 52                                                                                                                                                                                                                                                                                                 Ppbp/Ccl5/Fcer1g/Csf1r/S100a8/S100a9/Cd74/Bsg
## 56                                                                                                                                                                                                                                                    Aqp1/Snca/Cldn13/Stfa2/Arrb1/Stfa3/S100a8/Stfa2l1/Slpi/S100a9/Ngp/Gpx1/Ltf/Ctsb/Birc5/Rps3
## 58                                                                                                                                                                                                                                                                                                            Slc6a9/Lcn2/Slc25a37/Tfrc/Fth1/Ltf
## 59                                                                                                                                                                                                              Slc4a1/Dmtn/Spta1/Add2/Gata1/Rgcc/Stfa2/Ccl5/Icam4/Stfa3/S100a8/Stfa2l1/S100a9/Tfrc/Prdx2/Cd74/H2-Aa/Bsg/Rpsa/Ass1/Adk/Cd47/Rps3
## 61                                                                                                                                                                                                                                                                                                                      Snca/Slc6a9/Cln8/Slc29a1
## 63                                                                                                                                                                                                                                                                                                               Ces2g/Sphk1/Gpx1/Mgll/Cd74/Gpx4
## 65                                                                                                                                                                                Dmtn/Aqp1/Snca/Rsad2/Slc6a9/Gata1/Rab3il1/Tnfaip2/Rgcc/Slc16a10/Ccl5/Apoe/Fcer1g/Arrb1/S100a8/Stard10/S100a9/Sphk1/Ccnd1/Car2/Anxa2/Abcb4/Cd74/Bsg/Birc5/Uqcc2
## 68                                                                                                                                                                                                                         Snca/Ackr1/Saa3/Ppbp/Cd5l/Tyrobp/Ccl5/Apoe/Fcer1g/Pglyrp1/Csf1r/S100a8/S100a9/Sphk1/Hp/Gpx1/Camp/Mgll/Prdx2/Gpx4/Cd47
## 69                                                                                                                                                                                                                                                                                                                 Prg2/Tyrobp/Isg15/Fcer1g/Cd47
## 70                                                                                                                                                                                                                                                                                                 Ppbp/Ccl5/Fcer1g/Csf1r/S100a8/S100a9/Cd74/Bsg
## 71                                                                                                                                                                                                                                                                                                                         Ppbp/Pglyrp1/Lyz2/Ltf
## 73                                                                                                                                                                                                                                                                                                                    Klf1/Gata1/Tal1/Lmo2/Zfpm1
## 76                                                                                                                                                                                                                                                                                                                 Prg2/Tyrobp/Isg15/Fcer1g/Cd47
## 81                                                                                                                                                                                                                                                                                                                  Dmtn/Apoe/S100a9/Anxa2/Prdx2
## 82                                                                                                                                                                                                                                                                                                                  Dmtn/Apoe/S100a9/Anxa2/Prdx2
## 83                                                                                                                                                                                                                                                                                                                           Rgcc/Cd5l/Fcna/C1qc
## 85                                                                                                                                                                                                                                                                                                    Dmtn/Cldn13/Fermt1/Apoe/S100a9/Anxa2/Prdx2
## 90                                                                                                                                                                                                                                                                  Rps28/Rps2/Rpsa/Rps25/Rplp0/Hsp90ab1/Rpl3/Rpl11/Rps5/Rpl6/Rpl24/Rps15/Rpl23a
## 93                                                                                                                                                                                                                                                                                                                  Dmtn/Apoe/S100a9/Anxa2/Prdx2
## 95                                                                                                                                                                                                                                                                Slc4a1/Spta1/Tyrobp/Ccl5/Csf1r/Lst1/Tfrc/Prdx2/Cd74/H2-Aa/Impdh2/Rps6/Adk/Rps3
## 101                                                                                                                                                                                                                                                                                                                      Tyrobp/Ccl5/Fcer1g/Camp
## 102                                                                                                                                                                                                                                                          Cd79a/Wdfy4/Impdh1/Il16/Slamf7/Ccnd3/Bst1/Cdkn2a/Igll1/Cplx2/Vpreb1/Tmem98/Thy1/Blk
## 104                                                                                                                                                                                                                                                                                                                 Cd79a/Bst1/Cdkn2a/Vpreb1/Blk
## 106                                                                                                                                                                                                                                                                                                                        Cd79a/Klhl6/Igll1/Blk
## 107                                                                                                                                                                                                                                                                                                    Cd79a/Impdh1/Ccnd3/Bst1/Cdkn2a/Vpreb1/Blk
##     Count
## 1      56
## 3      16
## 6      14
## 7      14
## 8      25
## 9      24
## 16     13
## 19      9
## 20     13
## 21      8
## 22     28
## 23     12
## 26     17
## 27      9
## 31      7
## 33      7
## 34     11
## 35     10
## 36     16
## 37      6
## 38      8
## 40      5
## 45      7
## 47      9
## 48     14
## 52      8
## 56     16
## 58      6
## 59     23
## 61      4
## 63      6
## 65     26
## 68     21
## 69      5
## 70      8
## 71      4
## 73      5
## 76      5
## 81      5
## 82      5
## 83      4
## 85      7
## 90     13
## 93      5
## 95     14
## 101     4
## 102    14
## 104     5
## 106     4
## 107     7
# I want to save my output as a csv. So, I want to make sure there is no comma in my Description column
res$Description <- gsub(",","",res$Description)

# write output
write_csv(x = res,
          file = "results/clustered_ora_GO_BP.csv",
          quote = "none")

GSEA

Create a Named Ordered Gene Set Vector

# create a vector of log2FoldChanges
all_genes_lfc <- results_df$log2FoldChange

# name the vector with entrez ids
names(all_genes_lfc) <- results_df$entrez_id

# sort the vector descending 
all_genes_lfc <- sort(all_genes_lfc, decreasing = TRUE)

# do it for up- and down-regulated genes too. Here I am selecting them from the all_genes_lfc

up_genes_lfc <- all_genes_lfc[all_genes_lfc > 0]
down_genes_lfc <- all_genes_lfc[all_genes_lfc < 0]

Run gseGO() for All Gene Set

?gseGO # see the documentation

set.seed(123) # set a seed to make your ourputs reproducible 
up_gsea_GO_BP <- gseGO(geneList = up_genes_lfc,
                      OrgDb = org.Mm.eg.db,
                      ont = "BP",
                      seed = TRUE,
                      nPermSimple = 10000)
## preparing geneSet collections...
## GSEA analysis...
## Warning in preparePathwaysAndStats(pathways, stats, minSize, maxSize, gseaParam, : There are ties in the preranked stats (0.1% of the list).
## The order of those tied genes will be arbitrary, which may produce unexpected results.
## Warning in preparePathwaysAndStats(pathways, stats, minSize, maxSize,
## gseaParam, : All values in the stats vector are greater than zero and scoreType
## is "std", maybe you should switch to scoreType = "pos".
## Warning in fgseaMultilevel(...): There were 1 pathways for which P-values were
## not calculated properly due to unbalanced (positive and negative) gene-level
## statistic values. For such pathways pval, padj, NES, log2err are set to NA. You
## can try to increase the value of the argument nPermSimple (for example set it
## nPermSimple = 100000)
## Warning in fgseaMultilevel(...): For some of the pathways the P-values were
## likely overestimated. For such pathways log2err is set to NA.
## leading edge analysis...
## done...
set.seed(Sys.time())

up_gsea_GO_BP <- clusterProfiler::simplify(up_gsea_GO_BP, cutoff=0.7, by="p.adjust", select_fun=min) # simplify it because you are using GO terms

up_gsea_GO_BP <- setReadable(up_gsea_GO_BP, OrgDb = org.Mm.eg.db, keyType="ENTREZID") # set it readable. It will convert entrez ids to gene symbols



set.seed(123) # set a seed to make your ourputs reproducible 
down_gsea_GO_BP <- gseGO(geneList = down_genes_lfc,
                      OrgDb = org.Mm.eg.db,
                      ont = "BP",
                      seed = TRUE,
                      nPermSimple = 10000)
## preparing geneSet collections...
## GSEA analysis...
## Warning in preparePathwaysAndStats(pathways, stats, minSize, maxSize, gseaParam, : There are ties in the preranked stats (0.34% of the list).
## The order of those tied genes will be arbitrary, which may produce unexpected results.
## Warning in fgseaMultilevel(...): There were 3 pathways for which P-values were
## not calculated properly due to unbalanced (positive and negative) gene-level
## statistic values. For such pathways pval, padj, NES, log2err are set to NA. You
## can try to increase the value of the argument nPermSimple (for example set it
## nPermSimple = 100000)
## leading edge analysis...
## done...
set.seed(Sys.time())

down_gsea_GO_BP <- clusterProfiler::simplify(down_gsea_GO_BP, cutoff=0.7, by="p.adjust", select_fun=min) # simplify it because you are using GO terms

down_gsea_GO_BP <- setReadable(down_gsea_GO_BP, OrgDb = org.Mm.eg.db, keyType="ENTREZID") # set it readable. It will convert entrez ids to gene symbols

Save Output

res <- as.data.frame(up_gsea_GO_BP@result)
res
##                    ID
## GO:0030097 GO:0030097
## GO:0042592 GO:0042592
## GO:0043207 GO:0043207
## GO:0051707 GO:0051707
## GO:0044419 GO:0044419
## GO:0009607 GO:0009607
## GO:0006952 GO:0006952
## GO:0048468 GO:0048468
## GO:0046903 GO:0046903
## GO:0043242 GO:0043242
## GO:0006955 GO:0006955
## GO:0031333 GO:0031333
## GO:0051494 GO:0051494
## GO:0030036 GO:0030036
## GO:0002682 GO:0002682
## GO:0030029 GO:0030029
## GO:0050732 GO:0050732
## GO:0006811 GO:0006811
## GO:0030835 GO:0030835
## GO:1902904 GO:1902904
## GO:0042060 GO:0042060
## GO:0032940 GO:0032940
## GO:0051261 GO:0051261
## GO:0051258 GO:0051258
## GO:0050878 GO:0050878
## GO:0009653 GO:0009653
## GO:1902743 GO:1902743
## GO:0090066 GO:0090066
## GO:0098609 GO:0098609
## GO:0010591 GO:0010591
## GO:0010256 GO:0010256
## GO:0090313 GO:0090313
##                                                                          Description
## GO:0030097                                                               hemopoiesis
## GO:0042592                                                       homeostatic process
## GO:0043207                                      response to external biotic stimulus
## GO:0051707                                                response to other organism
## GO:0044419 biological process involved in interspecies interaction between organisms
## GO:0009607                                               response to biotic stimulus
## GO:0006952                                                          defense response
## GO:0048468                                                          cell development
## GO:0046903                                                                 secretion
## GO:0043242             negative regulation of protein-containing complex disassembly
## GO:0006955                                                           immune response
## GO:0031333                negative regulation of protein-containing complex assembly
## GO:0051494                          negative regulation of cytoskeleton organization
## GO:0030036                                           actin cytoskeleton organization
## GO:0002682                                       regulation of immune system process
## GO:0030029                                              actin filament-based process
## GO:0050732                  negative regulation of peptidyl-tyrosine phosphorylation
## GO:0006811                                                             ion transport
## GO:0030835                    negative regulation of actin filament depolymerization
## GO:1902904                  negative regulation of supramolecular fiber organization
## GO:0042060                                                             wound healing
## GO:0032940                                                         secretion by cell
## GO:0051261                                                  protein depolymerization
## GO:0051258                                                    protein polymerization
## GO:0050878                                           regulation of body fluid levels
## GO:0009653                                        anatomical structure morphogenesis
## GO:1902743                                  regulation of lamellipodium organization
## GO:0090066                                   regulation of anatomical structure size
## GO:0098609                                                        cell-cell adhesion
## GO:0010591                                      regulation of lamellipodium assembly
## GO:0010256                                          endomembrane system organization
## GO:0090313                               regulation of protein targeting to membrane
##            setSize enrichmentScore      NES       pvalue     p.adjust
## GO:0030097     238       0.8801682 1.226276 1.998369e-09 3.045515e-06
## GO:0042592     382       0.8540465 1.189013 1.902450e-09 3.045515e-06
## GO:0043207     300       0.8505693 1.184759 2.901822e-07 1.474126e-04
## GO:0051707     300       0.8505693 1.184759 2.901822e-07 1.474126e-04
## GO:0044419     349       0.8402351 1.169947 8.131133e-07 3.097962e-04
## GO:0009607     311       0.8477692 1.180664 1.771326e-06 4.499167e-04
## GO:0006952     323       0.8425028 1.173284 1.685595e-06 4.499167e-04
## GO:0048468     399       0.8311193 1.156903 2.390413e-06 5.204270e-04
## GO:0046903     180       0.8596428 1.199031 1.661554e-05 2.532208e-03
## GO:0043242      27       0.9552822 1.387142 3.005773e-05 4.164362e-03
## GO:0006955     322       0.8314709 1.157912 6.260800e-05 6.815328e-03
## GO:0031333      45       0.9296480 1.323636 6.712017e-05 7.043077e-03
## GO:0051494      49       0.9222932 1.310227 7.050430e-05 7.043077e-03
## GO:0030036     143       0.8657833 1.209535 7.163235e-05 7.043077e-03
## GO:0002682     312       0.8262711 1.150745 7.727258e-05 7.360213e-03
## GO:0030029     151       0.8616265 1.203291 9.419331e-05 8.202891e-03
## GO:0050732      10       0.9837444 1.501036 1.130400e-04 9.312055e-03
## GO:0006811     247       0.8345958 1.162851 1.111141e-04 9.312055e-03
## GO:0030835      16       0.9655589 1.446073 1.565607e-04 1.218002e-02
## GO:1902904      48       0.9190879 1.306202 1.598428e-04 1.218002e-02
## GO:0042060      68       0.8940219 1.260875 3.212642e-04 1.920026e-02
## GO:0032940     159       0.8504108 1.187329 3.486054e-04 2.043364e-02
## GO:0051261      38       0.9181547 1.316675 4.261575e-04 2.263031e-02
## GO:0051258      76       0.8879448 1.249100 4.260723e-04 2.263031e-02
## GO:0050878      57       0.8978454 1.271752 6.090665e-04 3.043335e-02
## GO:0009653     477       0.8021017 1.116607 6.457014e-04 3.075153e-02
## GO:1902743      13       0.9653683 1.458890 7.226749e-04 3.337444e-02
## GO:0090066     113       0.8592616 1.203478 8.929877e-04 3.833558e-02
## GO:0098609     141       0.8494089 1.186817 8.838289e-04 3.833558e-02
## GO:0010591      12       0.9663206 1.465582 9.428063e-04 3.904861e-02
## GO:0010256     120       0.8552088 1.196865 9.480305e-04 3.904861e-02
## GO:0090313      10       0.9741847 1.486449 1.232947e-03 4.944766e-02
##                 qvalues rank                  leading_edge
## GO:0030097 2.750387e-06  191 tags=18%, list=5%, signal=18%
## GO:0042592 2.750387e-06  236 tags=15%, list=6%, signal=16%
## GO:0043207 1.331275e-04  239 tags=20%, list=6%, signal=20%
## GO:0051707 1.331275e-04  239 tags=20%, list=6%, signal=20%
## GO:0044419 2.797752e-04  294 tags=20%, list=7%, signal=20%
## GO:0009607 4.063172e-04  239 tags=19%, list=6%, signal=19%
## GO:0006952 4.063172e-04  294 tags=21%, list=7%, signal=22%
## GO:0048468 4.699947e-04  228 tags=12%, list=6%, signal=12%
## GO:0046903 2.286823e-03  236 tags=16%, list=6%, signal=16%
## GO:0043242 3.760812e-03   71 tags=19%, list=2%, signal=18%
## GO:0006955 6.154884e-03  316 tags=20%, list=8%, signal=20%
## GO:0031333 6.360563e-03   71 tags=13%, list=2%, signal=13%
## GO:0051494 6.360563e-03   71 tags=12%, list=2%, signal=12%
## GO:0030036 6.360563e-03  130 tags=11%, list=3%, signal=11%
## GO:0002682 6.646967e-03  341 tags=20%, list=9%, signal=20%
## GO:0030029 7.407985e-03  130 tags=11%, list=3%, signal=11%
## GO:0050732 8.409664e-03   10 tags=10%, list=0%, signal=10%
## GO:0006811 8.409664e-03  251 tags=14%, list=6%, signal=14%
## GO:0030835 1.099971e-02   71 tags=31%, list=2%, signal=31%
## GO:1902904 1.099971e-02   92 tags=15%, list=2%, signal=14%
## GO:0042060 1.733965e-02  236 tags=26%, list=6%, signal=25%
## GO:0032940 1.845351e-02  255 tags=14%, list=6%, signal=13%
## GO:0051261 2.043730e-02   71 tags=13%, list=2%, signal=13%
## GO:0051258 2.043730e-02   93 tags=12%, list=2%, signal=12%
## GO:0050878 2.748419e-02  236 tags=30%, list=6%, signal=28%
## GO:0009653 2.777153e-02  274 tags=13%, list=7%, signal=14%
## GO:1902743 3.014027e-02   15 tags=15%, list=0%, signal=15%
## GO:0090066 3.462065e-02  236 tags=19%, list=6%, signal=18%
## GO:0098609 3.462065e-02  340 tags=25%, list=9%, signal=24%
## GO:0010591 3.526458e-02   15 tags=17%, list=0%, signal=17%
## GO:0010256 3.526458e-02  212   tags=8%, list=5%, signal=7%
## GO:0090313 4.465590e-02   58 tags=20%, list=1%, signal=20%
##                                                                                                                                                                                                                                                                                                                                                                                                    core_enrichment
## GO:0030097                                                                                                                                                   Slc4a1/Dmtn/Rhd/Spta1/Alas2/Rhag/Hba-a1/Add2/Sptb/Hba-a2/Hbb-b1/Trim10/Rsad2/Klf1/Tspo2/Gata1/Tal1/Epor/Ank1/Gfi1b/Trim58/Fech/Abcb10/Tyrobp/Ccl5/Isg15/Fcer1g/Pglyrp1/Csf1r/Lmo2/Car2/C1qc/Zfpm1/Il1b/Tfrc/Hoxb7/Cebpb/Prdx2/Prtn3/Cd74/H2-Aa/Atpif1
## GO:0042592                                                                    Slc4a1/Aldh1a1/Dmtn/Rhd/Spta1/Alas2/Aqp1/Kel/Rhag/Hba-a1/Hba-a2/Hbb-b1/Snca/Trim10/Cldn13/Klf1/Slc6a9/Tspo2/Gata1/Tal1/Epor/Ank1/Gfi1b/Trim58/Fech/Abcb10/Ccl5/Apoe/Isg15/Fcer1g/Arrb1/Grina/Csf1r/Lcn2/Lmo2/Cln8/Mt2/Gpx1/Car2/Zfpm1/Il1b/Tfrc/Fth1/Cebpb/Prdx2/Abcb4/Cd74/Ank/Ltf/Adcy6/Atpif1/Bsg/Hmox1/Vcam1/Birc5/Slc40a1/Adrb2
## GO:0043207                                                                Aqp1/Hba-a1/Hba-a2/Snca/Trim10/Rsad2/Gata1/Pklr/Saa3/Wfdc17/Ppbp/Trim58/Ifitm3/Prg2/Tyrobp/Ccl5/Isg20/Fcna/Apoe/Isg15/Fcer1g/Pglyrp1/Jchain/Csf1r/S100a8/Lcn2/Ifitm6/Slpi/S100a9/Hp/Mt2/Lyz2/Gpx1/Camp/C1qc/Ddit4/Wfdc21/Pf4/Mpo/Ear2/Il1b/C3/Cebpb/Prdx2/C1qa/Cd74/Mpeg1/Ltf/Cybb/H2-Aa/Cfp/Optn/Clec4n/C1qb/Igf2/Nt5c3/Rab7b/Tlr7/Gzma
## GO:0051707                                                                Aqp1/Hba-a1/Hba-a2/Snca/Trim10/Rsad2/Gata1/Pklr/Saa3/Wfdc17/Ppbp/Trim58/Ifitm3/Prg2/Tyrobp/Ccl5/Isg20/Fcna/Apoe/Isg15/Fcer1g/Pglyrp1/Jchain/Csf1r/S100a8/Lcn2/Ifitm6/Slpi/S100a9/Hp/Mt2/Lyz2/Gpx1/Camp/C1qc/Ddit4/Wfdc21/Pf4/Mpo/Ear2/Il1b/C3/Cebpb/Prdx2/C1qa/Cd74/Mpeg1/Ltf/Cybb/H2-Aa/Cfp/Optn/Clec4n/C1qb/Igf2/Nt5c3/Rab7b/Tlr7/Gzma
## GO:0044419 Aqp1/Hba-a1/Hba-a2/Snca/Trim10/Rsad2/Gata1/Pklr/Saa3/Wfdc17/Stom/Ppbp/Trim58/Ifitm3/Prg2/Tyrobp/Ccl5/Isg20/Fcna/Apoe/Isg15/Fcer1g/Pglyrp1/Jchain/Csf1r/S100a8/Lcn2/Ifitm6/Slpi/S100a9/Hp/Mt2/Lyz2/Gpx1/Camp/C1qc/Ddit4/Wfdc21/Pf4/Mpo/Ear2/Il1b/C3/Cebpb/Prdx2/C1qa/Cd74/Mpeg1/Ltf/Cybb/H2-Aa/Ctsb/Bsg/Cfp/Optn/Clec4n/C1qb/Hsp90ab1/Igf2/Nt5c3/Rab7b/Tlr7/Gzma/Tcp1/Smpdl3b/Fn1/H2-Eb1/Cd47/Irf7/Msrb1
## GO:0009607                                                                Aqp1/Hba-a1/Hba-a2/Snca/Trim10/Rsad2/Gata1/Pklr/Saa3/Wfdc17/Ppbp/Trim58/Ifitm3/Prg2/Tyrobp/Ccl5/Isg20/Fcna/Apoe/Isg15/Fcer1g/Pglyrp1/Jchain/Csf1r/S100a8/Lcn2/Ifitm6/Slpi/S100a9/Hp/Mt2/Lyz2/Gpx1/Camp/C1qc/Ddit4/Wfdc21/Pf4/Mpo/Ear2/Il1b/C3/Cebpb/Prdx2/C1qa/Cd74/Mpeg1/Ltf/Cybb/H2-Aa/Cfp/Optn/Clec4n/C1qb/Igf2/Nt5c3/Rab7b/Tlr7/Gzma
## GO:0006952       Aqp1/Snca/Trim10/Rsad2/Ackr1/Spire1/Saa3/Wfdc17/Ppbp/Cd5l/Trim58/Ifitm3/Prg2/Tyrobp/Ccl5/Isg20/Fcna/Apoe/Isg15/Fcer1g/Pglyrp1/Jchain/Csf1r/S100a8/Lcn2/Ifitm6/Slpi/S100a9/Sphk1/Hp/Lyz2/Ngp/Gpx1/Camp/C1qc/Ddit4/Wfdc21/Mgll/Pf4/Mpo/Ear2/Il1b/C3/Cebpb/Prdx2/C1qa/Cd74/Mpeg1/Ltf/Cybb/H2-Aa/Cfp/Optn/Hmox1/Clec4n/C1qb/Igf2/Nt5c3/Rab7b/Adrb2/Tlr7/Gpx4/Smpdl3b/Cxcr3/Fn1/H2-Eb1/Cd47/Irf7/Msrb1
## GO:0048468                                                                                                                        Slc4a1/Dmtn/Rhd/Alas2/Kel/Rhag/Hba-a1/Hba-a2/Hbb-b1/Klf1/Lmna/Gata1/Ryk/Samd14/Tal1/Epor/Ank1/Spire1/Slfn14/Trim58/Tmod1/Abcb10/Tyrobp/Apoe/Csf1r/S100a8/S100a9/Sphk1/Gpx1/Olfm1/Lst1/Mgll/Lhx2/Anxa2/Zfpm1/Il1b/C3/Pcp4/Rap1gap2/C1qa/Adcy6/Trak2/Olfm4/Bsg/Pdgfb/Hsp90ab1/Rpl4
## GO:0046903                                                                                                                                                                                                                          Dmtn/Aqp1/Snca/Rsad2/Slc6a9/Gata1/Rab3il1/Tnfaip2/Rgcc/Slc16a10/Ccl5/Apoe/Fcer1g/Arrb1/S100a8/Stard10/S100a9/Sphk1/Ccnd1/Car2/Anxa2/Il1b/Pcp4/Abcb4/Cd74/Bsg/Hmox1/Birc5/Adrb2
## GO:0043242                                                                                                                                                                                                                                                                                                                                                                              Dmtn/Spta1/Add2/Sptb/Tmod1
## GO:0006955                         Ermap/Snca/Trim10/Btnl10/Rsad2/Gata1/Rgcc/Wfdc17/Ppbp/Cd5l/Trim58/Ifitm3/Prg2/Tyrobp/Ccl5/Isg20/Fcna/Apoe/Isg15/Fcer1g/Pglyrp1/Jchain/Csf1r/S100a8/Lcn2/Ifitm6/Slpi/S100a9/Gpx1/Camp/C1qc/Wfdc21/Lst1/Pf4/Ear2/H2-T24/Il1b/Tfrc/C3/C1qa/Cd74/Mpeg1/Ltf/Cybb/H2-Aa/Olfm4/Cfp/Optn/Hmox1/Clec4n/C1qb/Igf2/Rab7b/Tlr7/Smpdl3b/Rps6/Cxcr3/H2-Eb1/Cd47/Irf7/Msrb1/H2-Ab1/Cd200/Hspa8
## GO:0031333                                                                                                                                                                                                                                                                                                                                                                         Dmtn/Spta1/Add2/Sptb/Snca/Tmod1
## GO:0051494                                                                                                                                                                                                                                                                                                                                                                         Dmtn/Spta1/Add2/Sptb/Snca/Tmod1
## GO:0030036                                                                                                                                                                                                                                                                                                          Dmtn/Spta1/Aqp1/Add2/Sptb/Samd14/Spire1/Fhdc1/Rgcc/Specc1/Tmod1/Tyrobp/Arrb1/Csf1r/S100a9/Rhoj
## GO:0002682                                    Slc4a1/Ermap/Spta1/Snca/Btnl10/Rsad2/Gata1/Tal1/Rgcc/Cd5l/Gfi1b/Abcb10/Tyrobp/Ccl5/Fcna/Apoe/Isg15/Fcer1g/Pglyrp1/Csf1r/Sphk1/Lmo2/Gpx1/Car2/C1qc/Lst1/H2-T24/Zfpm1/Il1b/Tfrc/C3/Cebpb/Prdx2/C1qa/Cd74/Dapk2/Ltf/H2-Aa/Olfm4/Cfp/Hmox1/Clec4n/Vcam1/Cd9/C1qb/Igf2/Rab7b/Tlr7/Hoxb8/Smpdl3b/Cxcr3/Fn1/H2-Eb1/Adk/Cd47/Irf7/Tsc22d3/H2-Ab1/Cd200/Hspa8/Rps3/Icosl/Lgmn
## GO:0030029                                                                                                                                                                                                                                                                                                          Dmtn/Spta1/Aqp1/Add2/Sptb/Samd14/Spire1/Fhdc1/Rgcc/Specc1/Tmod1/Tyrobp/Arrb1/Csf1r/S100a9/Rhoj
## GO:0050732                                                                                                                                                                                                                                                                                                                                                                                                    Dmtn
## GO:0006811                                                                                                                                                                                                 Slc4a1/Rhd/Aqp1/Kel/Rhag/Add2/Slc38a5/Snca/Slc6a9/Tspo2/Ank1/Stom/Ccl5/Fcer1g/Lcn2/Stard10/Cln8/Slc25a37/Slc22a4/Car2/Il1b/Tfrc/Pcp4/Fth1/Cebpb/Abcb4/Gem/Ank/Ltf/Cybb/Cpox/Pdgfb/Slc40a1/Adrb2/Slc43a1
## GO:0030835                                                                                                                                                                                                                                                                                                                                                                              Dmtn/Spta1/Add2/Sptb/Tmod1
## GO:1902904                                                                                                                                                                                                                                                                                                                                                                    Dmtn/Spta1/Add2/Sptb/Snca/Tmod1/Apoe
## GO:0042060                                                                                                                                                                                                                                                                                                   Slc4a1/Dmtn/Aqp1/Cldn13/Gata1/Fermt1/Apoe/Fcer1g/S100a9/Gpx1/Pf4/Anxa2/C3/Prdx2/Hmox1/Pdgfb/Cd9/Adrb2
## GO:0032940                                                                                                                                                                                                                                                                      Dmtn/Aqp1/Snca/Rsad2/Slc6a9/Gata1/Rab3il1/Tnfaip2/Rgcc/Slc16a10/Ccl5/Apoe/Fcer1g/Arrb1/Sphk1/Il1b/Pcp4/Bsg/Hmox1/Birc5/Adrb2/Uqcc2
## GO:0051261                                                                                                                                                                                                                                                                                                                                                                              Dmtn/Spta1/Add2/Sptb/Tmod1
## GO:0051258                                                                                                                                                                                                                                                                                                                                                        Dmtn/Spta1/Add2/Sptb/Snca/Spire1/Fhdc1/Tmod1/Gda
## GO:0050878                                                                                                                                                                                                                                                                                                         Slc4a1/Dmtn/Aqp1/Cldn13/Gata1/Apoe/Fcer1g/S100a9/Ccnd1/Pf4/Anxa2/C3/Prdx2/Adcy6/Pdgfb/Cd9/Adrb2
## GO:0009653                                                      Aldh1a1/Dmtn/Spta1/Aqp1/Kel/Cldn13/Gata1/Ryk/Tal1/Epor/Tnfaip2/Spire1/Rgcc/Tmod1/Nfe2/Fermt1/Tyrobp/Ccl5/Apoe/Ppp1r15a/Csf1r/Lcn2/Sphk1/Ngp/Rhoj/Gpx1/Olfm1/Camp/Car2/Lst1/Mgll/Lhx2/Anxa2/Zfpm1/Il1b/Tfrc/C3/Hoxb7/Cebpb/Mcam/Ank/Ltf/Trak2/Olfm4/Bsg/Hmox1/Foxf2/Pdgfb/Vcam1/Cd9/Hsp90ab1/Igf2/Rpl4/Slc40a1/Adrb2/Hoxb8/Pkm/Mki67/Rps6/Cxcr3/Fn1
## GO:1902743                                                                                                                                                                                                                                                                                                                                                                                               Dmtn/Aqp1
## GO:0090066                                                                                                                                                                                                                                                                                Dmtn/Spta1/Aqp1/Kel/Add2/Sptb/Ryk/Tmod1/Apoe/Ppp1r15a/Gclm/Cln8/Gpx1/Olfm1/Mgll/Rap1gap2/Adcy6/Pdgfb/Hsp90ab1/Rpl4/Adrb2
## GO:0098609                                                                                                                                                                                                     Slc4a1/Dmtn/Spta1/Add2/Gata1/Rgcc/Stfa2/Ccl5/Icam4/Stfa3/S100a8/Stfa2l1/S100a9/Il1b/Tfrc/Cebpb/Prdx2/Cd74/Mcam/H2-Aa/Bsg/Vcam1/Rpsa/Cd9/Ass1/Igf2/Adrb2/Fn1/H2-Eb1/Adk/Cd47/H2-Ab1/Cd200/Rps3/Icosl
## GO:0010591                                                                                                                                                                                                                                                                                                                                                                                               Dmtn/Aqp1
## GO:0010256                                                                                                                                                                                                                                                                                                                                                       Slc4a1/Spta1/Aqp1/Sptb/Lmna/Fhdc1/S100a9/Optn/Cd9
## GO:0090313                                                                                                                                                                                                                                                                                                                                                                                               Dmtn/Stom
# I want to save my output as a csv. So, I want to make sure there is no comma in my Description column
res$Description <- gsub(",","",res$Description)
res$leading_edge <- gsub(",","",res$leading_edge)

# write output
write_csv(x = res,
          file = "results/up_gsea_GO_BP.csv",
          quote = "none")

res <- as.data.frame(down_gsea_GO_BP@result)
res
##                    ID          Description setSize enrichmentScore       NES
## GO:0045321 GO:0045321 leukocyte activation     270      -0.7106699 -1.470212
## GO:0001775 GO:0001775      cell activation     291      -0.6974941 -1.444209
##                  pvalue    p.adjust    qvalues rank
## GO:0045321 2.252837e-06 0.006706697 0.00621546  343
## GO:0001775 9.934193e-06 0.014271314 0.01322600  343
##                              leading_edge
## GO:0045321 tags=25%, list=10%, signal=24%
## GO:0001775 tags=24%, list=10%, signal=24%
##                                                                                                                                                                                                                                                                                                                                                                                                                            core_enrichment
## GO:0045321                      Zmiz1/Pkn1/Inpp5d/Dock8/Lyn/Prkcd/Hes1/Tbc1d10c/Runx1/Kmt2e/Prkcb/Selplg/Prkcq/Zfp608/Ptpn22/Lcp2/Tspan32/Bcr/Ifngr2/Mzb1/Themis2/Sdc4/Xrcc6/Dpp4/Dock10/Egr1/Cd37/Il7r/Sox4/Rag2/Cd79b/Rac2/Cdkn1a/Slamf6/Hdac7/Blnk/Syk/Itpkb/Lef1/Myb/Lgals9/Cd1d1/Gimap1/Cd19/Pik3cd/Rag1/Tcf3/Tnfaip3/Lig4/Siglecg/Ly6d/Cd79a/Spib/Wdfy4/Impdh1/Il16/Gpam/Slamf7/Ccnd3/Bst1/Cdkn2a/Igll1/Cplx2/Vpreb1/Tmem98/Thy1/Blk
## GO:0001775 Zmiz1/Pkn1/Inpp5d/Dock8/Pip5k1c/Lyn/Prkcd/Hes1/Tbc1d10c/Runx1/Kmt2e/Prkcb/Selplg/Prkcq/Zfp608/Ptpn22/Lcp2/Tspan32/Bcr/Ifngr2/Mzb1/Themis2/Sdc4/Xrcc6/Dpp4/Dock10/Egr1/Cd37/Il7r/Sox4/Rag2/Cd79b/Rac2/Cdkn1a/Slamf6/Hdac7/Mmrn1/Blnk/Syk/Itpkb/Lef1/Myb/Lgals9/Cd1d1/Gimap1/Il17ra/Cd19/Pik3cd/Rag1/Tcf3/Tnfaip3/Lig4/Siglecg/Ly6d/Cd79a/Spib/Wdfy4/Impdh1/Il16/Gpam/Slamf7/Ccnd3/Bst1/Cdkn2a/Igll1/Cplx2/Vpreb1/Tmem98/Thy1/Blk
# I want to save my output as a csv. So, I want to make sure there is no comma in my Description column
res$Description <- gsub(",","",res$Description)
res$leading_edge <- gsub(",","",res$leading_edge)

# write output
write_csv(x = res,
          file = "results/down_gsea_GO_BP.csv",
          quote = "none")

Visualization

ORA and GSEA

dotplot

Visualize the enriched terms.

?dotplot

dotplot(down_ora_GO_BP, 
        showCategory = 10) + # first 10 terms
  ggtitle("ORA down-regulated gene set result")

dotplot(clustered_ora_GO_BP,
        showCategory = 10) +
  ggtitle("ORA clustered gene set result")

dotplot(clustered_ora_GO_BP,
        showCategory = 10,
        label_format = 100) +
  ggtitle("ORA clustered gene set result")

Gene-Concept Network

cnetplot() depicts the linkages of genes and biological concepts (e.g. GO terms or KEGG pathways) as a network.

?cnetplot
# ora down regulateg genes 
enrichplot::cnetplot(down_ora_GO_BP, 
                     categorySize="p.value", 
                     showCategory = 5,
                     foldChange = all_genes_lfc, 
                     layout = "kk",
                     node_label = "all") +
    ggtitle(label = "cnet for ORA down-regulated gene set")
## Scale for 'size' is already present. Adding another scale for 'size', which
## will replace the existing scale.

# adding colors to edges
enrichplot::cnetplot(down_ora_GO_BP, 
                     categorySize="p.value", 
                     showCategory = 5,
                     foldChange = all_genes_lfc, 
                     layout = "kk",
                     node_label = "all",
                     colorEdge = TRUE) +
    ggtitle(label = "cnet for ORA down-regulated gene set")
## Scale for 'size' is already present. Adding another scale for 'size', which
## will replace the existing scale.

# ora clustered genes
enrichplot::cnetplot(clustered_ora_GO_BP, 
                     categorySize="p.value", 
                     showCategory = 5,
                     foldChange = all_genes_lfc, 
                     layout = "kk",
                     node_label = "all") +
    ggtitle(label = "cnet for ORA clustered gene set")

Enrichment Map

Enrichment map organizes enriched terms into a network with edges connecting overlapping gene sets. In this way, mutually overlapping gene sets are tend to cluster together, making it easy to identify functional module.

# Get the similarity matrix
clustered_ora_GO_BP_sim <- pairwise_termsim(clustered_ora_GO_BP)
clustered_ora_GO_BP_sim
## #
## # Result of Comparing 2 gene clusters 
## #
## #.. @fun      enrichGO 
## #.. @geneClusters    List of 2
##  $ up_regulated  : chr [1:256] "104366" "20533" "14934" "12346" ...
##  $ down_regulated: chr [1:51] "109154" "12518" "20586" "545030" ...
## #...Result   'data.frame':   50 obs. of  10 variables:
##  $ Cluster    : Factor w/ 2 levels "up_regulated",..: 1 1 1 1 1 1 1 1 1 1 ...
##  $ ID         : chr  "GO:0043043" "GO:0006778" "GO:0006779" "GO:0033014" ...
##  $ Description: chr  "peptide biosynthetic process" "porphyrin-containing compound metabolic process" "porphyrin-containing compound biosynthetic process" "tetrapyrrole biosynthetic process" ...
##  $ GeneRatio  : chr  "56/249" "16/249" "14/249" "14/249" ...
##  $ BgRatio    : chr  "470/7245" "34/7245" "27/7245" "27/7245" ...
##  $ pvalue     : num  3.73e-17 2.98e-15 3.01e-14 3.01e-14 1.17e-13 ...
##  $ p.adjust   : num  1.03e-13 2.76e-12 1.19e-11 1.19e-11 3.75e-11 ...
##  $ qvalue     : num  9.33e-14 2.49e-12 1.08e-11 1.08e-11 3.38e-11 ...
##  $ geneID     : chr  "Hbb-b1/Fech/Ppp1r15a/Gclm/S100a9/Hagh/Rps28/Rpl36/Rps18/Rps2/Rpl14/Rpsa/Rplp1/Rplp0/Rpl10a/Rps29/Rps12/Rpl4/Rpl"| __truncated__ "Spta1/Alas2/Sptb/Slc6a9/Ank1/Fech/Abcb10/Alad/Hmbs/Blvrb/Urod/Atpif1/Cpox/Hebp1/Slc25a39/Tmem14c" "Spta1/Alas2/Sptb/Slc6a9/Ank1/Fech/Abcb10/Alad/Hmbs/Urod/Atpif1/Cpox/Slc25a39/Tmem14c" "Spta1/Alas2/Sptb/Slc6a9/Ank1/Fech/Abcb10/Alad/Hmbs/Urod/Atpif1/Cpox/Slc25a39/Tmem14c" ...
##  $ Count      : int  56 16 14 14 25 24 13 9 13 8 ...
## #.. number of enriched terms found for each gene cluster:
## #..   up_regulated: 46 
## #..   down_regulated: 4 
## #
## #...Citation
## T Wu, E Hu, S Xu, M Chen, P Guo, Z Dai, T Feng, L Zhou, 
## W Tang, L Zhan, X Fu, S Liu, X Bo, and G Yu. 
## clusterProfiler 4.0: A universal enrichment tool for interpreting omics data. 
## The Innovation. 2021, 2(3):100141
?emapplot

emapplot(clustered_ora_GO_BP_sim) # ask for down

Heatmap

The heatplot is similar to cnetplot, while displaying the relationships as a heatmap.

#up_gsea_GO_BP_sim <- pairwise_termsim(up_gsea_GO_BP)

heatplot(down_ora_GO_BP,
         foldChange = all_genes_lfc)

Pubmed Trend of Enriched Terms

One of the problem of enrichment analysis is to find pathways for further investigation. The pmcplot function is provided to plot the number/proportion of publications trend based on the query result from PubMed Central.

terms <- down_ora_GO_BP$Description
p <- pmcplot(terms, 2010:2022)
p

View(p[["data"]])

GSEA

Ridgeline Plot for Expression Distribution of Gsea Result

The ridgeplot will visualize expression distributions of core enriched genes for GSEA enriched categories. It helps users to interpret up/down-regulated pathways.

# up-regulated
rp <- ridgeplot(up_gsea_GO_BP, 
                showCategory = 10)
ggsave(filename = "results/ridgeplot_up.jpeg",
       rp,
       units = "in",
       height = 15,
       dpi = 600)
## Saving 7 x 15 in image
## Picking joint bandwidth of 0.672
# down-regulated
rp <- ridgeplot(down_gsea_GO_BP, 
                showCategory = 57)
ggsave(filename = "results/ridgeplot_down.jpeg",
       rp,
       units = "in",
       height = 5,
       dpi = 600)
## Saving 7 x 5 in image
## Picking joint bandwidth of 0.0701

Running Score and Preranked List of GSEA Result

Running score and preranked list are traditional methods for visualizing GSEA result.

# up-regulted
gseaplot2(up_gsea_GO_BP, geneSetID = 1:3)

# down-regulated
gseaplot2(down_gsea_GO_BP, geneSetID = 1:2)

Acknowledgement

I would like to thank my supervisor Dr Gregor Reid, Dr Ali Farrokhi, and Tanmaya Atre, for their support and guidance. Also, I would like to thank Reid’s lab members and all of the people who helped me to get through my project.

And Thank you all for participating in the workshop.

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